{
  "alignment": {
    "level": "sample",
    "n_observations_total": 300,
    "n_samples": 300,
    "profile_scores": {
      "integrity_risk": 0.0,
      "local_artefact_risk": 1.0,
      "noise_risk": 0.014904671465987753,
      "outlier_pressure": 0.6347761541946596,
      "reference_spread": 1.0,
      "repeatability_risk": 0.0,
      "shape_drift": 0.42885477440152553,
      "structure_complexity": 1.0
    },
    "reps_per_sample": {
      "max": 1,
      "mean": 1.0,
      "min": 1
    },
    "sample_id_available": true
  },
  "assets": {
    "sources": {},
    "variables": []
  },
  "generated_at": "2026-10-28T12:52:01.317096+00:00",
  "governance": {
    "access_policy": "Open per source license.",
    "license": "CC-BY-4.0",
    "permitted_use": "Research and benchmarking.",
    "redistribution_rights": "Mendeley Data record is licensed CC BY 4.0; redistribution/publication reuse allowed with attribution.",
    "tier": "public"
  },
  "identity": {
    "description": "Mendeley cucurbitaceae fruits Vis-NIR. v2.0 standardized NIRS package: 1 spectral source(s), 2 declared target(s). Auto-generated from dataset_card.json (verify before publication).",
    "domain": "mendeley",
    "id": "mendeley_cucurbitaceae_fruits_visnir",
    "keywords": [
      "nir",
      "v2",
      "mendeley"
    ],
    "name": "Mendeley cucurbitaceae fruits Vis-NIR",
    "tier": "public"
  },
  "integrity": {
    "content_hash": "fc35e62fb0874607fcede6bead7954d62d8386c3bc3596c21203a2e6aab662fe",
    "manifest": "manifest.json",
    "metadata_hash": "8425ca2967eebef8d8ba89192ebe122b093ea206c1d84eea87ea7fd074beef03",
    "processing_hash": "7dae3bf17b7c5ba2c7e87304adba605caa087e281bca5ca90eb2fbede67c98bd"
  },
  "protocol_version": "5",
  "provenance": {
    "contributor": "Dataset of Vis-NIR spectra for intact cucurbitaceae fruits",
    "conversion_status": null,
    "origin_sources": [
      {
        "access": "open",
        "kind": "url",
        "license": null,
        "locator": "https://data.mendeley.com/datasets/k55b8mvs84/1",
        "title": null
      },
      {
        "access": "open",
        "kind": "url",
        "license": null,
        "locator": "https://data.mendeley.com/public-api/datasets/k55b8mvs84/snapshot/1",
        "title": null
      },
      {
        "access": "open",
        "kind": "url",
        "license": null,
        "locator": "https://data.mendeley.com/public-api/datasets/k55b8mvs84/files?folder_id=root&version=1&$start=0&$limit=1000",
        "title": null
      },
      {
        "access": "open",
        "kind": "url",
        "license": null,
        "locator": "https://creativecommons.org/licenses/by/4.0/",
        "title": null
      },
      {
        "access": "manual",
        "kind": "script",
        "license": null,
        "locator": "source_to_standard.py",
        "title": "standardization script (maintainer-only)"
      }
    ],
    "publications": [],
    "reference_method": null,
    "warnings": [
      "Y.csv has no observation_id; conversion assumes Y/M paired row order when counts match and M observation order matches an X block. Y row pairing is not independently verified."
    ]
  },
  "schema_version": "2.0",
  "sources": [
    {
      "assets": [],
      "axis_max": 1065.0,
      "axis_min": 381.0,
      "axis_unit": "nm",
      "instrument_name": null,
      "modality": "NIR",
      "n_observations": 300,
      "n_variables": 229,
      "name": "Vis-NIR spectra",
      "signal_type": null,
      "signal_type_confidence": 0.0,
      "source_id": "X",
      "spectral": {
        "curve": {
          "axis": [
            381.0,
            387.0,
            390.0,
            396.0,
            402.0,
            405.0,
            411.0,
            414.0,
            420.0,
            426.0,
            429.0,
            435.0,
            441.0,
            444.0,
            450.0,
            456.0,
            459.0,
            465.0,
            471.0,
            474.0,
            480.0,
            483.0,
            489.0,
            495.0,
            498.0,
            504.0,
            510.0,
            513.0,
            519.0,
            525.0,
            528.0,
            534.0,
            537.0,
            543.0,
            549.0,
            552.0,
            558.0,
            564.0,
            567.0,
            573.0,
            579.0,
            582.0,
            588.0,
            594.0,
            597.0,
            603.0,
            606.0,
            612.0,
            618.0,
            621.0,
            627.0,
            633.0,
            636.0,
            642.0,
            648.0,
            651.0,
            657.0,
            660.0,
            666.0,
            672.0,
            675.0,
            681.0,
            687.0,
            690.0,
            696.0,
            702.0,
            705.0,
            711.0,
            717.0,
            720.0,
            726.0,
            729.0,
            735.0,
            741.0,
            744.0,
            750.0,
            756.0,
            759.0,
            765.0,
            771.0,
            774.0,
            780.0,
            786.0,
            789.0,
            795.0,
            798.0,
            804.0,
            810.0,
            813.0,
            819.0,
            825.0,
            828.0,
            834.0,
            840.0,
            843.0,
            849.0,
            852.0,
            858.0,
            864.0,
            867.0,
            873.0,
            879.0,
            882.0,
            888.0,
            894.0,
            897.0,
            903.0,
            909.0,
            912.0,
            918.0,
            921.0,
            927.0,
            933.0,
            936.0,
            942.0,
            948.0,
            951.0,
            957.0,
            963.0,
            966.0,
            972.0,
            975.0,
            981.0,
            987.0,
            990.0,
            996.0,
            1002.0,
            1005.0,
            1011.0,
            1017.0,
            1020.0,
            1026.0,
            1032.0,
            1035.0,
            1041.0,
            1044.0,
            1050.0,
            1056.0,
            1059.0,
            1065.0
          ],
          "mean": [
            -0.1381659012575013,
            -0.14975708162412046,
            -0.1550219656402866,
            -0.16344503678381442,
            -0.17261031229048968,
            -0.17733497428397338,
            -0.18796872193614642,
            -0.19314818998177846,
            -0.20262226519485316,
            -0.21397763632237912,
            -0.22122094062467415,
            -0.24001523442566394,
            -0.26065942354500293,
            -0.27076699659228326,
            -0.28954315399130187,
            -0.30820291087031365,
            -0.31652055521806083,
            -0.3301324392855167,
            -0.3378061180313428,
            -0.33993423894047736,
            -0.3415574829342465,
            -0.3424068780274441,
            -0.34783526285085825,
            -0.3598590049696698,
            -0.36697947956311205,
            -0.3750471257608539,
            -0.3668730603911293,
            -0.3563869208477748,
            -0.32746472779350977,
            -0.2934718686004635,
            -0.2739348028813644,
            -0.22668233927727366,
            -0.199155150051544,
            -0.137660625881205,
            -0.07550155952572822,
            -0.047159103612454296,
            0.0022783183753684474,
            0.04184032094451444,
            0.059335443132246535,
            0.09214944320109983,
            0.12651164871330062,
            0.14457315941186,
            0.1792469083952407,
            0.20675007907984158,
            0.21840072821204862,
            0.24826645165060957,
            0.26983907614368946,
            0.3181947333664478,
            0.35587751458088557,
            0.37182188356916107,
            0.4060859946409861,
            0.4306919320424398,
            0.4320908588171005,
            0.4026298235853513,
            0.31205498686681193,
            0.24075886113879583,
            0.06881277550904391,
            -0.017856047564224962,
            -0.1701362136840665,
            -0.2901615553131948,
            -0.3394657676372056,
            -0.4180696988850832,
            -0.47034406835834186,
            -0.4880146328608195,
            -0.5124920635422071,
            -0.5270755477746327,
            -0.5314446237683296,
            -0.5360912594199181,
            -0.5375353926420212,
            -0.5376499139269193,
            -0.5375494574507077,
            -0.537549970348676,
            -0.5378502393762271,
            -0.5384256633122763,
            -0.5387033055226008,
            -0.5389614713191986,
            -0.5383113985260327,
            -0.5374556598067284,
            -0.5344273944695791,
            -0.5284802443782488,
            -0.5238222900032997,
            -0.5132504722476006,
            -0.5058612028757731,
            -0.5033615712324778,
            -0.49920217980941134,
            -0.49724996318419773,
            -0.4932614349325498,
            -0.488910079797109,
            -0.4864412944515546,
            -0.4805959195892016,
            -0.47315602997938794,
            -0.469082895219326,
            -0.461396947602431,
            -0.4551919621229172,
            -0.4526161828637123,
            -0.4474903359015783,
            -0.4442372232675552,
            -0.434127443532149,
            -0.4163873505592346,
            -0.40425255765517554,
            -0.3746233473221461,
            -0.3390664451320966,
            -0.3185873428483804,
            -0.2713324103752772,
            -0.22577168663342795,
            -0.20962125172217688,
            -0.1916447107990583,
            -0.18464771069586278,
            -0.18351596638560294,
            -0.1852939537415902,
            -0.18804719212154547,
            -0.19644847055276235,
            -0.2078378516435623,
            -0.21465075855453808,
            -0.23043864816427231,
            -0.24822275335590044,
            -0.2573671187957128,
            -0.27564948176344234,
            -0.2931151207784812,
            -0.30133104443550107,
            -0.31628063345948854,
            -0.32267588128646213,
            -0.33270369897286095,
            -0.3385404674212138,
            -0.3399173765381177,
            -0.3393770156304042,
            -0.3350138458609581,
            -0.331203277806441,
            -0.32095205038785934,
            -0.3072283060848713,
            -0.29961823498209317,
            -0.2824595421552658,
            -0.2635712505877018,
            -0.2535820830365022,
            -0.23339869489272436,
            -0.22269823397199312,
            -0.1970391873518626,
            -0.16744711242616175,
            -0.1521175483862559,
            -0.12639166707793872
          ],
          "median": [
            -0.12385980784893036,
            -0.13922224193811417,
            -0.1454400271177292,
            -0.15630489587783813,
            -0.16817538440227509,
            -0.17252492904663086,
            -0.18615255504846573,
            -0.19286783784627914,
            -0.20124594122171402,
            -0.21165236830711365,
            -0.21960283070802689,
            -0.23940995335578918,
            -0.25683656334877014,
            -0.26383864879608154,
            -0.27750924229621887,
            -0.2882767617702484,
            -0.29340362548828125,
            -0.29985788464546204,
            -0.29935137927532196,
            -0.29403769969940186,
            -0.29451555013656616,
            -0.29843465983867645,
            -0.3129528909921646,
            -0.347329780459404,
            -0.36738987267017365,
            -0.39677518606185913,
            -0.3973086327314377,
            -0.3893119990825653,
            -0.3554208129644394,
            -0.3168512284755707,
            -0.295718714594841,
            -0.24157480895519257,
            -0.2101147398352623,
            -0.13765227794647217,
            -0.0622869785875082,
            -0.026752619072794914,
            0.034436825662851334,
            0.08249407261610031,
            0.103838961571455,
            0.14416153728961945,
            0.18752294033765793,
            0.21116770058870316,
            0.25724051892757416,
            0.292121484875679,
            0.30568552017211914,
            0.3454689681529999,
            0.3753140866756439,
            0.4404732435941696,
            0.4939918667078018,
            0.5144871175289154,
            0.5601483285427094,
            0.5870423316955566,
            0.5903802216053009,
            0.5536752939224243,
            0.4296068251132965,
            0.3174329698085785,
            0.09584558382630348,
            -0.0066569705959409475,
            -0.18034467846155167,
            -0.3142957240343094,
            -0.3636912554502487,
            -0.44474759697914124,
            -0.5010673403739929,
            -0.5164380371570587,
            -0.5258315801620483,
            -0.5313875675201416,
            -0.5339790284633636,
            -0.536777913570404,
            -0.5372072160243988,
            -0.5370815992355347,
            -0.5368742942810059,
            -0.5368955433368683,
            -0.5372196435928345,
            -0.537815123796463,
            -0.5380961894989014,
            -0.5384429395198822,
            -0.5379000902175903,
            -0.5370705425739288,
            -0.5340700447559357,
            -0.5284755825996399,
            -0.5240614712238312,
            -0.5137010216712952,
            -0.5066913962364197,
            -0.5043087303638458,
            -0.5003781914710999,
            -0.4985417276620865,
            -0.49462245404720306,
            -0.49033322930336,
            -0.4879000335931778,
            -0.4822111874818802,
            -0.47492216527462006,
            -0.470851793885231,
            -0.46336808800697327,
            -0.45753873884677887,
            -0.45499733090400696,
            -0.4501029700040817,
            -0.4469657242298126,
            -0.4371180236339569,
            -0.41906894743442535,
            -0.40735502541065216,
            -0.3767862170934677,
            -0.34086252748966217,
            -0.3207384794950485,
            -0.2738131582736969,
            -0.2284490019083023,
            -0.21330183744430542,
            -0.1962529942393303,
            -0.18868925422430038,
            -0.1875079795718193,
            -0.18926693499088287,
            -0.19239787012338638,
            -0.20054429024457932,
            -0.2112884521484375,
            -0.21835104376077652,
            -0.2336580976843834,
            -0.252017080783844,
            -0.26081834733486176,
            -0.2783060073852539,
            -0.29611581563949585,
            -0.3040689080953598,
            -0.31785520911216736,
            -0.3248165249824524,
            -0.3348326236009598,
            -0.3409501910209656,
            -0.34258145093917847,
            -0.34221576154232025,
            -0.3377736657857895,
            -0.334095299243927,
            -0.32406774163246155,
            -0.3095855265855789,
            -0.30115337669849396,
            -0.2835227847099304,
            -0.26386217772960663,
            -0.25413545966148376,
            -0.23183918744325638,
            -0.21944382786750793,
            -0.19045289605855942,
            -0.15416817367076874,
            -0.13354677706956863,
            -0.08548178151249886
          ],
          "q05": [
            -0.27144662439823153,
            -0.2731743723154068,
            -0.27324763387441636,
            -0.2732889398932457,
            -0.2732390478253365,
            -0.2730939283967018,
            -0.27492385655641555,
            -0.2758245751261711,
            -0.28271520882844925,
            -0.2947253748774529,
            -0.3062603369355202,
            -0.3288576930761337,
            -0.3635112926363945,
            -0.3850368931889534,
            -0.4453600287437439,
            -0.5101182043552399,
            -0.5413939505815506,
            -0.6047423332929611,
            -0.6641651719808579,
            -0.6923299342393875,
            -0.7420569241046905,
            -0.7607265710830688,
            -0.7862072348594665,
            -0.7968331873416901,
            -0.7978581756353378,
            -0.7924430131912231,
            -0.7832067161798477,
            -0.7794868260622024,
            -0.7687366932630539,
            -0.7564269036054612,
            -0.7484791308641434,
            -0.7337560266256332,
            -0.7286800116300582,
            -0.7212514251470565,
            -0.7120371103286743,
            -0.7046509832143784,
            -0.691188958287239,
            -0.6786532700061798,
            -0.6712304949760437,
            -0.656152319908142,
            -0.6414907485246658,
            -0.6342384606599808,
            -0.6201476126909256,
            -0.6073038905858994,
            -0.6009603619575501,
            -0.58878393471241,
            -0.583688959479332,
            -0.5734518229961395,
            -0.5655292779207229,
            -0.562145721912384,
            -0.5523268222808838,
            -0.545955628156662,
            -0.5436824321746826,
            -0.5434032380580902,
            -0.5502189457416534,
            -0.5584295094013214,
            -0.5639800518751145,
            -0.5638433754444122,
            -0.5631656885147095,
            -0.5605248421430588,
            -0.560092893242836,
            -0.5559868812561035,
            -0.564719969034195,
            -0.5752404630184174,
            -0.5907561987638473,
            -0.6059609383344651,
            -0.6090454280376434,
            -0.6101301044225693,
            -0.6103726983070373,
            -0.6099477797746659,
            -0.6096920222043991,
            -0.6095998466014863,
            -0.6097714006900787,
            -0.6104390382766723,
            -0.6107380598783493,
            -0.6109774619340896,
            -0.6099624425172806,
            -0.6088872522115707,
            -0.6053603947162628,
            -0.5985946357250214,
            -0.5932940006256103,
            -0.581592220067978,
            -0.5726078003644943,
            -0.5695719748735428,
            -0.564510264992714,
            -0.5621589571237564,
            -0.5573696404695511,
            -0.5521494954824447,
            -0.5491757065057754,
            -0.542473566532135,
            -0.5342912405729294,
            -0.5297141224145889,
            -0.5201924592256546,
            -0.5126845210790634,
            -0.5094905704259872,
            -0.502913573384285,
            -0.4984400704503059,
            -0.48502917885780333,
            -0.46494812369346616,
            -0.4502094954252243,
            -0.41130288392305375,
            -0.36775612086057663,
            -0.3427222028374672,
            -0.2951049730181694,
            -0.2582569345831871,
            -0.24843905344605446,
            -0.23665363788604737,
            -0.23227932602167128,
            -0.23143020421266555,
            -0.2320382371544838,
            -0.23404101952910422,
            -0.2388340078294277,
            -0.24523805379867553,
            -0.24934802800416947,
            -0.2603010907769203,
            -0.27561278492212293,
            -0.28296582996845243,
            -0.2975925117731094,
            -0.3139547869563103,
            -0.32285730689764025,
            -0.3394641444087029,
            -0.34663239419460296,
            -0.35744761526584623,
            -0.3642355427145958,
            -0.3656861960887909,
            -0.36542950868606566,
            -0.35970831364393235,
            -0.35568387508392335,
            -0.34332757741212844,
            -0.3280680701136589,
            -0.32085559964179994,
            -0.30740800499916077,
            -0.2941627636551857,
            -0.28876825869083406,
            -0.27896129339933395,
            -0.27508476078510286,
            -0.27230831831693647,
            -0.2833309963345528,
            -0.30016339421272276,
            -0.35855382680892944
          ],
          "q25": [
            -0.16688235476613045,
            -0.17833570390939713,
            -0.18440945446491241,
            -0.19293581321835518,
            -0.2034827210009098,
            -0.20878511667251587,
            -0.22011113166809082,
            -0.22515078634023666,
            -0.2347247526049614,
            -0.2474176362156868,
            -0.25651416927576065,
            -0.2799810320138931,
            -0.3053596764802933,
            -0.31523240357637405,
            -0.3314770981669426,
            -0.34942658990621567,
            -0.35722818970680237,
            -0.3691324144601822,
            -0.376894935965538,
            -0.38125917315483093,
            -0.3893009275197983,
            -0.4000004678964615,
            -0.431550994515419,
            -0.472548171877861,
            -0.4954036548733711,
            -0.5178792625665665,
            -0.5151664316654205,
            -0.5051991492509842,
            -0.47585955262184143,
            -0.43943769484758377,
            -0.4185478985309601,
            -0.3685229495167732,
            -0.33923201262950897,
            -0.2695434018969536,
            -0.19063852727413177,
            -0.15628531575202942,
            -0.09721743687987328,
            -0.051164635457098484,
            -0.031086375005543232,
            0.006481579388491809,
            0.04809689614921808,
            0.07069617882370949,
            0.11432315781712532,
            0.14710314944386482,
            0.16069376841187477,
            0.19748851656913757,
            0.2260126769542694,
            0.2964130863547325,
            0.3519101217389107,
            0.37834087014198303,
            0.4335528612136841,
            0.47570737451314926,
            0.4810181185603142,
            0.4469636604189873,
            0.30262114852666855,
            0.19907942786812782,
            -0.03759704064577818,
            -0.1453135795891285,
            -0.3068375363945961,
            -0.41467949748039246,
            -0.45526672899723053,
            -0.5119643807411194,
            -0.534114271402359,
            -0.5345696210861206,
            -0.5502986311912537,
            -0.565474271774292,
            -0.568007081747055,
            -0.5711242407560349,
            -0.572772815823555,
            -0.5724514275789261,
            -0.5718892216682434,
            -0.5719729661941528,
            -0.5724000185728073,
            -0.5729862153530121,
            -0.5732662081718445,
            -0.5734518021345139,
            -0.572678878903389,
            -0.5717503130435944,
            -0.5685139745473862,
            -0.562228336930275,
            -0.5576598644256592,
            -0.5474968254566193,
            -0.5400509834289551,
            -0.5373694449663162,
            -0.5328393131494522,
            -0.5307103097438812,
            -0.526286780834198,
            -0.5215198248624802,
            -0.5188003033399582,
            -0.5122957676649094,
            -0.504139631986618,
            -0.4996521398425102,
            -0.49137747287750244,
            -0.4842764735221863,
            -0.4812365099787712,
            -0.475858710706234,
            -0.4719073548913002,
            -0.46064938604831696,
            -0.43996164202690125,
            -0.42526890337467194,
            -0.392409585416317,
            -0.35215841978788376,
            -0.3295331448316574,
            -0.2834518700838089,
            -0.2428181916475296,
            -0.22808654233813286,
            -0.21294020488858223,
            -0.20703356713056564,
            -0.20600492879748344,
            -0.20741204172372818,
            -0.20994460582733154,
            -0.21743179857730865,
            -0.22732721641659737,
            -0.2333792932331562,
            -0.24721670523285866,
            -0.2623554691672325,
            -0.27047382295131683,
            -0.2876560315489769,
            -0.30379468947649,
            -0.31237170845270157,
            -0.32769764214754105,
            -0.3348758742213249,
            -0.34517045319080353,
            -0.35178660601377487,
            -0.35335370153188705,
            -0.35230984538793564,
            -0.3474016860127449,
            -0.343581847846508,
            -0.33258605748414993,
            -0.3190349116921425,
            -0.3109136372804642,
            -0.2928107902407646,
            -0.27398673444986343,
            -0.2648993134498596,
            -0.24457070976495743,
            -0.23382091894745827,
            -0.2067258581519127,
            -0.16946108639240265,
            -0.15181616693735123,
            -0.12687166407704353
          ],
          "q75": [
            -0.09429176151752472,
            -0.10746625438332558,
            -0.1123771220445633,
            -0.12073379568755627,
            -0.13302041217684746,
            -0.13718145340681076,
            -0.15076645836234093,
            -0.155207097530365,
            -0.16242247819900513,
            -0.17228317260742188,
            -0.17795264348387718,
            -0.19549371302127838,
            -0.21057097613811493,
            -0.21968678757548332,
            -0.23005614429712296,
            -0.2388485185801983,
            -0.24234969168901443,
            -0.24574674293398857,
            -0.23712005466222763,
            -0.22865968197584152,
            -0.20361513271927834,
            -0.18456553295254707,
            -0.14932802692055702,
            -0.139854047447443,
            -0.14038219302892685,
            -0.15681080147624016,
            -0.14758865162730217,
            -0.13071874156594276,
            -0.09875879809260368,
            -0.06010071560740471,
            -0.0376365352421999,
            0.017522540874779224,
            0.05083462130278349,
            0.12994317337870598,
            0.20102432742714882,
            0.23643698170781136,
            0.2976073771715164,
            0.3407871201634407,
            0.36123452335596085,
            0.39839276671409607,
            0.4362080469727516,
            0.4568641260266304,
            0.4913364052772522,
            0.5203021019697189,
            0.5315796881914139,
            0.5617065727710724,
            0.5813721418380737,
            0.630501464009285,
            0.6502393484115601,
            0.6567331999540329,
            0.6751454621553421,
            0.6844270974397659,
            0.6790943890810013,
            0.6549640595912933,
            0.5961237996816635,
            0.5343233793973923,
            0.3347433879971504,
            0.2161334939301014,
            0.004256968095432967,
            -0.16666486486792564,
            -0.23905310407280922,
            -0.3569014146924019,
            -0.43616217374801636,
            -0.4606509506702423,
            -0.4946115165948868,
            -0.5056978613138199,
            -0.5089523047208786,
            -0.5101149827241898,
            -0.5115146040916443,
            -0.511601984500885,
            -0.5115083605051041,
            -0.5116409957408905,
            -0.5121829360723495,
            -0.5128520429134369,
            -0.5131233185529709,
            -0.5133223086595535,
            -0.5126174539327621,
            -0.5117506980895996,
            -0.5088462233543396,
            -0.5030472278594971,
            -0.4985892027616501,
            -0.4881192371249199,
            -0.48083600401878357,
            -0.47821228951215744,
            -0.4738887622952461,
            -0.47187255322933197,
            -0.46792077273130417,
            -0.4636317640542984,
            -0.46118130534887314,
            -0.45555757731199265,
            -0.44838476181030273,
            -0.4444897025823593,
            -0.43715525418519974,
            -0.4316203072667122,
            -0.4294416308403015,
            -0.42493123561143875,
            -0.4217785596847534,
            -0.4120703563094139,
            -0.39544371515512466,
            -0.3843070939183235,
            -0.35734114050865173,
            -0.3271053805947304,
            -0.3087684214115143,
            -0.26017937809228897,
            -0.2081332504749298,
            -0.18805478513240814,
            -0.16669153049588203,
            -0.15909281000494957,
            -0.15756148472428322,
            -0.15983324497938156,
            -0.1630914956331253,
            -0.1733436994254589,
            -0.18680231273174286,
            -0.19564790278673172,
            -0.21504351124167442,
            -0.23515479266643524,
            -0.24512836337089539,
            -0.26509054750204086,
            -0.28465715050697327,
            -0.29259297251701355,
            -0.3064301013946533,
            -0.3122056871652603,
            -0.3219912573695183,
            -0.32691023498773575,
            -0.3282998651266098,
            -0.327247679233551,
            -0.3235648572444916,
            -0.3207584172487259,
            -0.31153593957424164,
            -0.29839248210191727,
            -0.2902923822402954,
            -0.2725844383239746,
            -0.2515048384666443,
            -0.2399943396449089,
            -0.21647565811872482,
            -0.20340435579419136,
            -0.171125590801239,
            -0.13203758001327515,
            -0.10899409279227257,
            -0.06174261774867773
          ],
          "q95": [
            -0.04211988765746354,
            -0.059366315603256226,
            -0.0676514111459255,
            -0.08187484554946421,
            -0.09575689323246475,
            -0.10039353817701335,
            -0.11437148153781887,
            -0.11707314178347586,
            -0.12732446417212484,
            -0.1355595752596855,
            -0.14392786920070647,
            -0.15493702366948128,
            -0.16512847021222113,
            -0.1692379981279373,
            -0.17403453066945077,
            -0.17562935501337051,
            -0.1755124658346176,
            -0.17307309880852698,
            -0.15755201280117034,
            -0.14628735110163688,
            -0.1190595157444477,
            -0.10771633647382255,
            -0.06936454623937596,
            -0.03177535375580189,
            -0.009646930731832962,
            0.029226883314550003,
            0.06685690619051457,
            0.08866147212684157,
            0.1371667459607125,
            0.18661405295133596,
            0.21194943338632588,
            0.26879145801067356,
            0.3007192462682724,
            0.36400032043457037,
            0.4254170671105385,
            0.45024828910827636,
            0.49389558583498,
            0.528735688328743,
            0.5445067763328553,
            0.5731296062469483,
            0.5999959886074067,
            0.6125984638929367,
            0.6368533492088319,
            0.6575528144836427,
            0.6668805420398712,
            0.6911196827888489,
            0.7026561319828034,
            0.7250004589557648,
            0.7521793723106385,
            0.7651748508214951,
            0.7847586452960968,
            0.7968618482351303,
            0.7925674378871918,
            0.7582619190216064,
            0.6867986977100372,
            0.6480508923530579,
            0.5346483528614044,
            0.44963522553443913,
            0.2445859603583813,
            0.048562878556549595,
            -0.03460317011922597,
            -0.17688520699739455,
            -0.2835787266492843,
            -0.32391965985298155,
            -0.3855224013328552,
            -0.4232487574219704,
            -0.4322592243552208,
            -0.4446792334318161,
            -0.450679749250412,
            -0.45110495388507843,
            -0.4524213165044784,
            -0.4527522444725036,
            -0.45280922800302503,
            -0.4530097275972366,
            -0.45311567634344097,
            -0.4531027302145958,
            -0.4524557441473007,
            -0.45177170783281323,
            -0.4493164449930191,
            -0.44391377121210096,
            -0.4398159474134445,
            -0.43122004866600033,
            -0.42577003985643386,
            -0.42393399477005,
            -0.4205066308379173,
            -0.41883001029491423,
            -0.41550292074680323,
            -0.4117984190583229,
            -0.4097275584936142,
            -0.4048667594790458,
            -0.39859603494405743,
            -0.39512080103158953,
            -0.38938852697610854,
            -0.38569210916757585,
            -0.3844641476869583,
            -0.382629656791687,
            -0.38144749253988264,
            -0.3757255032658577,
            -0.3635754868388176,
            -0.35573368072509765,
            -0.33515525460243223,
            -0.3044982239603996,
            -0.2838259354233742,
            -0.24077636525034904,
            -0.1881753034889698,
            -0.16651778742671014,
            -0.1439375601708889,
            -0.13509655371308324,
            -0.133858672529459,
            -0.13645756319165228,
            -0.1401360899209976,
            -0.15106848850846288,
            -0.16620389744639397,
            -0.17365399003028867,
            -0.1928427293896675,
            -0.21453023701906204,
            -0.22562832087278364,
            -0.24613093361258506,
            -0.26409170925617215,
            -0.27069932222366333,
            -0.28371327370405197,
            -0.29073376059532163,
            -0.3017308935523033,
            -0.30730531811714173,
            -0.3075632885098457,
            -0.30820648819208146,
            -0.304278190433979,
            -0.3010821849107742,
            -0.29216675609350207,
            -0.28140555769205094,
            -0.2738633409142494,
            -0.2580427393317223,
            -0.237339798361063,
            -0.22507460489869116,
            -0.20175095796585082,
            -0.18784708082675933,
            -0.15225048139691352,
            -0.10887116231024264,
            -0.08344568423926829,
            -0.032429546304047104
          ]
        },
        "dimensionality": {
          "cumulative_top10": 0.999926487928391,
          "effective_rank": 1.35,
          "n_components_95": 2,
          "n_components_99": 3
        },
        "mean_max": 0.4320908588171005,
        "mean_min": -0.5389614713191986,
        "n_outliers": 143,
        "pca": {
          "explained_variance_ratio": [
            0.9332542448586126,
            0.05263892836754682,
            0.006690971846236978,
            0.004578760048862479,
            0.0015666885251236814,
            0.0004697794894266286,
            0.0003598553042456765,
            0.0001962931730469962,
            0.00013473662854859432,
            3.622968674060338e-05,
            2.5340121486913538e-05,
            1.3692681415265082e-05,
            7.943350257637855e-06,
            6.272886390514928e-06,
            4.795303648381087e-06,
            3.2726931680816546e-06,
            2.3908779843366084e-06,
            1.6693710738330472e-06,
            1.5125765312762893e-06,
            1.0430417827289783e-06,
            6.036452205406786e-07,
            4.391683309447016e-07,
            3.2376814236455867e-07,
            2.834405140137215e-07,
            2.6102262999385785e-07,
            2.2937498658285253e-07,
            2.0909329888047963e-07,
            1.9647663749235481e-07,
            1.8289090614014186e-07,
            1.6447872414059215e-07
          ],
          "n_components": 30
        },
        "profile": {
          "amplitude": {
            "area_under_curve": -170.48379701326155,
            "mean_reflectance": -0.24873454638393702,
            "peak_to_peak": 0.9710523301362991,
            "variance": 0.09615620160027884
          },
          "artefacts": {
            "clip_fraction": 2.9112081513828238e-05,
            "jump_count": 978,
            "jump_rate": 0.014298245614035088,
            "spike_count": 1317,
            "spike_rate": 0.01933920704845815
          },
          "diagnostics": [
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 1.0,
                  "signal": "SNR non d\u00e9grad\u00e9"
                },
                {
                  "level": 0.4118127382731693,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Rupture aux jonctions de d\u00e9tecteurs, calibration locale ou sonde diff\u00e9rente.",
              "key": "splice",
              "label": "Splice / raccord d\u00e9tecteurs",
              "score": 0.8214682673666746,
              "strength": "forte"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.6347761541946596,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.4118127382731693,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Combinaison possible changement de sonde + splice, amplifi\u00e9e par g\u00e9om\u00e9trie, fond ou calibration.",
              "key": "vera25_like",
              "label": "Signature VERA25-like",
              "score": 0.6166893401594117,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
                },
                {
                  "level": 1.0,
                  "signal": "Jump rate"
                },
                {
                  "level": 1.0,
                  "signal": "SNR normal/\u00e9lev\u00e9"
                },
                {
                  "level": 0.9850953285340123,
                  "signal": "Noise RMS faible"
                },
                {
                  "level": 0.4118127382731693,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Artefacts num\u00e9riques ou traitement spectral incorrect.",
              "key": "resampling_error",
              "label": "Erreur interpolation / r\u00e9\u00e9chantillonnage",
              "score": 0.6092403819523923,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 1.0,
                  "signal": "Structure PCA"
                },
                {
                  "level": 0.6347761541946596,
                  "signal": "Mahalanobis / T2"
                }
              ],
              "interpretation": "Vari\u00e9t\u00e9, esp\u00e8ce, lot ou condition diff\u00e9rente mais physiquement plausible.",
              "key": "out_of_domain",
              "label": "Spectre hors domaine valide",
              "score": 0.5939104616778639,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Structure PCA"
                },
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.6347761541946596,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.4118127382731693,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "M\u00e9lange de campagnes, op\u00e9rateurs, lots, setups ou sous-populations spectrales.",
              "key": "multi_regime",
              "label": "Dataset multi-r\u00e9gimes",
              "score": 0.5674542227948527,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 1.0,
                  "signal": "artefacts locaux"
                },
                {
                  "level": 0.6347761541946596,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.42885477440152553,
                  "signal": "Baseline/mean/area"
                },
                {
                  "level": 0.4118127382731693,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "D\u00e9calage syst\u00e9matique entre campagnes, instruments ou r\u00e9f\u00e9rence blanche.",
              "key": "white_calibration",
              "label": "Erreur calibration / r\u00e9f\u00e9rence blanche",
              "score": 0.543977599168747,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.6347761541946596,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.42885477440152553,
                  "signal": "Baseline/mean/area"
                },
                {
                  "level": 0.4118127382731693,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Modification de l'illumination, collecte, angle ou distance sonde-\u00e9chantillon.",
              "key": "probe_geometry",
              "label": "Diff\u00e9rence de sonde / g\u00e9om\u00e9trie",
              "score": 0.5036348095527649,
              "strength": "moyenne"
            },
            {
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM r\u00e9f\u00e9rence"
                },
                {
                  "level": 0.6347761541946596,
                  "signal": "Mahalanobis / T2"
                },
                {
                  "level": 0.42885477440152553,
                  "signal": "Baseline/mean/area"
                },
                {
                  "level": 0.4118127382731693,
                  "signal": "PCA Q"
                }
              ],
              "interpretation": "Effet syst\u00e9matique du support, blanc/noir, transflectance ou environnement de mesure.",
              "key": "background_shift",
              "label": "Fond diff\u00e9rent",
              "score": 0.4840497402118133,
              "strength": "moyenne"
            }
          ],
          "integrity": {
            "finite_ratio": 1.0,
            "inf_count": 0,
            "nan_ratio": 0.0,
            "zero_column_ratio": 0.0,
            "zero_ratio": 0.0
          },
          "noise": {
            "bandwise_snr_median": 879.7092925899989,
            "bandwise_snr_min": 4.992336356672017,
            "noise_rms": 0.0007236607978481709,
            "snr": 496.1267966732304,
            "snr_db": 53.911853693435944,
            "worst_band_axis": 660.0,
            "worst_band_index": 93
          },
          "outliers": {
            "hotelling_t2_max": 6.63847781807746,
            "hotelling_t2_median": 0.9641392142024084,
            "hotelling_t2_p95": 4.896100659997328,
            "hotelling_t2_ratio": 5.078209233557277,
            "mahalanobis_h_max": 2.576524367840805,
            "mahalanobis_h_median": 0.9819047628420969,
            "mahalanobis_h_p95": 2.2127134151579333,
            "mahalanobis_h_ratio": 2.2534908668263243,
            "pca_q_max": 0.7452855001313241,
            "pca_q_median": 0.09196377806068667,
            "pca_q_p95": 0.3029748421209391,
            "pca_q_ratio": 3.294501906185354
          },
          "profile_scores": {
            "integrity_risk": 0.0,
            "local_artefact_risk": 1.0,
            "noise_risk": 0.014904671465987753,
            "outlier_pressure": 0.6347761541946596,
            "reference_spread": 1.0,
            "repeatability_risk": 0.0,
            "shape_drift": 0.42885477440152553,
            "structure_complexity": 1.0
          },
          "reference": {
            "affine_gain_median": 1.1699079541020576,
            "affine_gain_p95_abs_delta": 1.0713822137072664,
            "affine_offset_median": 0.05694645218166622,
            "affine_offset_p95_abs": 0.47968102049419886,
            "affine_residual_rms_median": 0.07324811933504305,
            "affine_residual_rms_p95": 0.1687536075391366,
            "peak_position_std": 34.59183895403975,
            "rms_to_mean_spectrum": 0.12451078505731955,
            "rms_to_mean_spectrum_p95": 0.375556546829441,
            "sam_to_mean_spectrum": 0.3303270035878187,
            "sam_to_mean_spectrum_p95": 0.8649600727268743,
            "xcorr_lag_p95_axis": 6.0,
            "xcorr_lag_p95_features": 2.0
          },
          "repeatability": {
            "cv_intra_id": null,
            "distance_to_centroid_p95": null,
            "n_repeat_groups": 0,
            "rms_intra_id": null,
            "sam_intra_id": null
          },
          "shape": {
            "baseline_slope": -0.2082202139863391,
            "curvature_rms": 0.004132094001493317,
            "d1_rms": 0.02299821473027179,
            "edge_noise_ratio": 0.22928113290722527
          },
          "structure": {
            "density_cv": 0.7550901409439299,
            "isolation_forest_score_p95": 0.5882710199688075,
            "local_outlier_factor_p95": 3.2163400898805405,
            "pca_score_density": 7.892829480317755
          }
        },
        "quality": {
          "dynamic_range": 0.9710523301362991,
          "noise_proxy_db": 52.901345575416286,
          "saturation_fraction": 1.4556040756914119e-05,
          "smoothness": 0.004007485711642126
        },
        "score_plot": {
          "explained_variance_ratio": [
            0.9332542448586126,
            0.05263892836754682
          ],
          "points": [
            {
              "x": -3.733236147668844,
              "y": -1.2075596073535761
            },
            {
              "x": -3.9797113008768097,
              "y": -0.9436648371152117
            },
            {
              "x": -4.13598045335305,
              "y": -1.3815860990640199
            },
            {
              "x": -2.2570454861298326,
              "y": -1.1976217364226254
            },
            {
              "x": -2.9155534208688487,
              "y": -1.2189195845795893
            },
            {
              "x": -4.162382937043706,
              "y": -0.7866500001951129
            },
            {
              "x": -2.284448641711605,
              "y": -0.9327382480475602
            },
            {
              "x": -2.4051324969724828,
              "y": -1.052280958669107
            },
            {
              "x": -2.674619852187093,
              "y": -1.1740745858244994
            },
            {
              "x": -2.9515693836333354,
              "y": -0.9942657275328042
            },
            {
              "x": -1.9939087746533626,
              "y": -1.0676942977316366
            },
            {
              "x": -2.5936395201407896,
              "y": -1.1666267402958168
            },
            {
              "x": -3.0062515963074286,
              "y": -0.9063037554967212
            },
            {
              "x": -2.5628208376526094,
              "y": -0.7968148235723065
            },
            {
              "x": -1.3580199408549267,
              "y": -1.043933691968129
            },
            {
              "x": -2.239051576744071,
              "y": -0.9304823211009188
            },
            {
              "x": -1.5663583890376713,
              "y": -0.9632325562969867
            },
            {
              "x": -2.5994570022658308,
              "y": -0.9661287345630758
            },
            {
              "x": -3.9556927504678585,
              "y": -1.319236217735609
            },
            {
              "x": -3.7494426371326193,
              "y": -1.1446932398939147
            },
            {
              "x": -2.4342728763071215,
              "y": -1.0658185472114985
            },
            {
              "x": -2.841554629794316,
              "y": -0.9781622215603583
            },
            {
              "x": -3.317590196146871,
              "y": -1.1676912739559067
            },
            {
              "x": -3.4443294859000626,
              "y": -1.080440468002467
            },
            {
              "x": -3.1440384665800045,
              "y": -1.1963030298188735
            },
            {
              "x": -3.9753288718176334,
              "y": -1.2678844224797379
            },
            {
              "x": -3.2224162965022036,
              "y": -1.2442477196292607
            },
            {
              "x": -3.6263646119643056,
              "y": -1.2699886805498448
            },
            {
              "x": -2.492681506573476,
              "y": -0.9850983581964237
            },
            {
              "x": -3.1015221421413033,
              "y": -1.1018891830022488
            },
            {
              "x": -1.9686569377544074,
              "y": -0.6013885446938089
            },
            {
              "x": -2.610968321573067,
              "y": -0.9173756998897213
            },
            {
              "x": -2.8104152177224586,
              "y": -1.0613832374046437
            },
            {
              "x": -3.9952755235799606,
              "y": -1.2904206593305751
            },
            {
              "x": -0.07539380597804379,
              "y": 0.32464477095301114
            },
            {
              "x": -0.733677358102477,
              "y": 0.3628790417840724
            },
            {
              "x": -0.8577894167363965,
              "y": 0.506962712396442
            },
            {
              "x": -1.5905529326370305,
              "y": 0.42670613680893255
            },
            {
              "x": -0.6084612227443056,
              "y": 0.5265420095058932
            },
            {
              "x": 0.04701022025026299,
              "y": 0.33526161228700535
            },
            {
              "x": -0.37545857481612094,
              "y": 0.3495250951563515
            },
            {
              "x": -0.29768836324300696,
              "y": 0.6874135584273513
            },
            {
              "x": -1.3894676999105573,
              "y": 0.29845117860752945
            },
            {
              "x": -1.2929595704611294,
              "y": 0.7005631604115395
            },
            {
              "x": -0.8731328978122471,
              "y": 0.7486999293161519
            },
            {
              "x": -0.9892484008174359,
              "y": 0.5151369463553701
            },
            {
              "x": -0.5072069734945746,
              "y": 0.6414551442439946
            },
            {
              "x": -0.8656710149397684,
              "y": 0.42317587360876024
            },
            {
              "x": -1.2227379214675735,
              "y": 0.445734082514479
            },
            {
              "x": -0.7071358102466672,
              "y": 0.20767623709672006
            },
            {
              "x": -0.31258391825773046,
              "y": 0.5384252549538658
            },
            {
              "x": -0.6206446794663688,
              "y": 0.7919808733080924
            },
            {
              "x": -0.5349096087446741,
              "y": 0.7226190163366167
            },
            {
              "x": -0.7846336871382049,
              "y": 0.4489148877234003
            },
            {
              "x": -0.6471865823246192,
              "y": 0.4992960070342654
            },
            {
              "x": 0.40423647188316414,
              "y": 0.35527152449579946
            },
            {
              "x": -0.7533171093868063,
              "y": 0.5614717570835908
            },
            {
              "x": -0.651962509659656,
              "y": 0.39915862778785544
            },
            {
              "x": -0.003612303927567282,
              "y": 0.4788335254832982
            },
            {
              "x": 0.3422023484019447,
              "y": 0.5420760981009484
            },
            {
              "x": -0.7361602584826739,
              "y": 0.7264342070648198
            },
            {
              "x": 0.1432504947826424,
              "y": 0.6443898842522409
            },
            {
              "x": -0.17392391224375156,
              "y": 0.3172380878473593
            },
            {
              "x": -0.44971803974992275,
              "y": 0.6578911416456318
            },
            {
              "x": 0.49733182944018217,
              "y": 0.741250354783935
            },
            {
              "x": -0.4495642033730548,
              "y": 0.4511655093224061
            },
            {
              "x": -1.0550893947099238,
              "y": 0.540031797965132
            },
            {
              "x": -2.105505331670501,
              "y": 0.03240844761151705
            },
            {
              "x": -2.5795065621651947,
              "y": -0.03663536675080067
            },
            {
              "x": -3.147522458772328,
              "y": -0.19195482947941528
            },
            {
              "x": -2.2072368170266654,
              "y": -0.044961593021698214
            },
            {
              "x": -2.451772593760247,
              "y": -0.062248155863357225
            },
            {
              "x": -2.1681924983910745,
              "y": -0.08587727277125468
            },
            {
              "x": -2.4630930897259877,
              "y": -0.11787805807438577
            },
            {
              "x": -2.2319266225310614,
              "y": 0.18452830239640158
            },
            {
              "x": -2.726937360890877,
              "y": 0.10998480140979981
            },
            {
              "x": -2.2342443043659435,
              "y": -0.11486694561485124
            },
            {
              "x": -2.7451501151503663,
              "y": -0.09259817171770379
            },
            {
              "x": -2.6177048503802562,
              "y": 0.40018013330248137
            },
            {
              "x": -2.081639213705545,
              "y": 0.20945412617001508
            },
            {
              "x": -1.9580509035268936,
              "y": 0.04699654952848403
            },
            {
              "x": -1.6747091617275207,
              "y": 0.23339860665709058
            },
            {
              "x": -2.7079207705759174,
              "y": -0.01362927552647796
            },
            {
              "x": -1.8162809403451714,
              "y": -0.062072876151816406
            },
            {
              "x": -2.441684683751005,
              "y": 0.12198319216902379
            },
            {
              "x": -2.230179034312208,
              "y": 0.08380347134930945
            },
            {
              "x": -2.261606929056447,
              "y": -0.3584249024407737
            },
            {
              "x": -2.4543411489670306,
              "y": 0.0013076534119613368
            },
            {
              "x": -2.50412895058148,
              "y": -0.06741501482783437
            },
            {
              "x": -2.396697036589231,
              "y": 0.32005985084426825
            },
            {
              "x": -2.288379491654071,
              "y": 0.15607260557406205
            },
            {
              "x": -1.995686400046899,
              "y": 0.055104613601907736
            },
            {
              "x": -2.0769198947401857,
              "y": 0.1865406072549811
            },
            {
              "x": -2.5297063445163697,
              "y": 0.03994111302589888
            },
            {
              "x": -1.9192933833763355,
              "y": 0.2789932219463716
            },
            {
              "x": -2.1289995406921234,
              "y": 0.2786610545201392
            },
            {
              "x": -2.330487433242203,
              "y": 0.09672683993164143
            },
            {
              "x": -2.558701467547491,
              "y": -0.060970297951219436
            },
            {
              "x": -2.5177250036730996,
              "y": 0.22557181286725886
            },
            {
              "x": -2.4134249020265153,
              "y": 0.2331267051110994
            },
            {
              "x": 5.622571542292767,
              "y": -0.5718966245282641
            },
            {
              "x": 5.363111571386156,
              "y": -0.6766294579304296
            },
            {
              "x": 5.345005661014343,
              "y": -0.6209119352571287
            },
            {
              "x": 5.74116990608182,
              "y": -0.5962225883395419
            },
            {
              "x": 5.517789793936114,
              "y": -0.5666862436501765
            },
            {
              "x": 5.343118004566655,
              "y": -0.6097005799496181
            },
            {
              "x": 5.544617082236629,
              "y": -0.6713193738958393
            },
            {
              "x": 5.6336455893050195,
              "y": -0.6299364705349254
            },
            {
              "x": 5.270637311939273,
              "y": -0.5333826643331855
            },
            {
              "x": 5.630604822138266,
              "y": -0.5748212406747898
            },
            {
              "x": 5.72095773554227,
              "y": -0.5766866088943279
            },
            {
              "x": 5.592252725193521,
              "y": -0.6412542412866978
            },
            {
              "x": 5.603620347071417,
              "y": -0.6110787260392594
            },
            {
              "x": 5.8119719634100635,
              "y": -0.45623428011755096
            },
            {
              "x": 5.674087064414851,
              "y": -0.5558143600386556
            },
            {
              "x": 5.664017877304771,
              "y": -0.5813333660286131
            },
            {
              "x": 5.536683074243089,
              "y": -0.5453971617960702
            },
            {
              "x": 5.410030496005829,
              "y": -0.6683271747834721
            },
            {
              "x": 5.799188401598323,
              "y": -0.4361502766796427
            },
            {
              "x": 5.238567558024666,
              "y": -0.7090271264223782
            },
            {
              "x": 5.592201240523385,
              "y": -0.63234623543438
            },
            {
              "x": 5.332971511228725,
              "y": -0.6483971794579921
            },
            {
              "x": 5.627421353920528,
              "y": -0.5529541483147365
            },
            {
              "x": 5.5128296181779595,
              "y": -0.5860614325808389
            },
            {
              "x": 5.45533180598976,
              "y": -0.670462933635468
            },
            {
              "x": 5.579198848723073,
              "y": -0.5939178274502515
            },
            {
              "x": 5.3899335653144815,
              "y": -0.6059762034500841
            },
            {
              "x": 5.49901394897956,
              "y": -0.6518618588261054
            },
            {
              "x": 5.658251420191635,
              "y": -0.6134584010280777
            },
            {
              "x": 5.542213191873475,
              "y": -0.6766823566337467
            },
            {
              "x": 5.47282682935336,
              "y": -0.6914138779693795
            },
            {
              "x": 5.911848972703716,
              "y": -0.5071337284257502
            },
            {
              "x": 5.644684132838892,
              "y": -0.6202491549979291
            },
            {
              "x": 5.508469042944805,
              "y": -0.5131856964867405
            },
            {
              "x": -0.7538027544805063,
              "y": 0.34885040511517457
            },
            {
              "x": 0.3371145078336453,
              "y": 0.7537914519455539
            },
            {
              "x": -0.01667914154868714,
              "y": 0.13093567689746768
            },
            {
              "x": -0.5297812217052253,
              "y": 0.4951490462075184
            },
            {
              "x": -0.22795929480504432,
              "y": 0.5427380420852761
            },
            {
              "x": 0.246674176201266,
              "y": 0.14787836181219494
            },
            {
              "x": -0.3320108007043138,
              "y": 0.569366043684055
            },
            {
              "x": -0.46378193142565455,
              "y": 0.3858408120026489
            },
            {
              "x": -0.43407383020940615,
              "y": 0.8036057916922877
            },
            {
              "x": 0.781576585652204,
              "y": 1.0393714811297512
            },
            {
              "x": -0.3553998338008078,
              "y": 0.919422898983772
            },
            {
              "x": -0.5059802168374866,
              "y": 1.0184198866990297
            },
            {
              "x": 0.25816321874375925,
              "y": 0.54799819550395
            },
            {
              "x": -1.4469558029699952,
              "y": 0.3602412737648335
            },
            {
              "x": -0.16922117622536026,
              "y": 0.9446881709526836
            },
            {
              "x": 2.141841474008582,
              "y": 1.0353035491572298
            },
            {
              "x": 0.3780653767483284,
              "y": 0.9235534585171143
            },
            {
              "x": 1.476867593665493,
              "y": 0.9841617226971503
            },
            {
              "x": 0.04871669896241656,
              "y": 1.1412549497586904
            },
            {
              "x": 0.8263079006217804,
              "y": 0.8549129237293128
            },
            {
              "x": 1.5946533375492593,
              "y": 1.1685759070920907
            },
            {
              "x": 0.593218436113376,
              "y": 0.8395554368360999
            },
            {
              "x": 0.9469586102433727,
              "y": 0.867065821505243
            },
            {
              "x": 2.7211181041517394,
              "y": 1.0670157183914535
            },
            {
              "x": -0.3336644352008469,
              "y": 0.7723193202941253
            },
            {
              "x": -0.36868333290943706,
              "y": 0.6490211659885821
            },
            {
              "x": 0.6387516936975668,
              "y": 1.046794243491151
            },
            {
              "x": 0.22954245581828112,
              "y": 1.0012792512699795
            },
            {
              "x": 0.7098343607570056,
              "y": 0.8146305553894325
            },
            {
              "x": -0.8618908912326789,
              "y": 0.8589251927234334
            },
            {
              "x": -0.5247788125725449,
              "y": 0.5410693473320115
            },
            {
              "x": 1.7521235628331868,
              "y": 1.3149161872952317
            },
            {
              "x": 0.31555877952197925,
              "y": 0.8504951959190296
            },
            {
              "x": -0.1546444136388164,
              "y": -0.00689384211926058
            },
            {
              "x": -0.2052245674417532,
              "y": 0.2495166292595225
            },
            {
              "x": 0.5797999802727007,
              "y": 0.36554706492118305
            },
            {
              "x": 0.21549440774718714,
              "y": 0.4311701603771371
            },
            {
              "x": 1.4191117541430562,
              "y": 0.3934031002397395
            },
            {
              "x": 0.4147068194797827,
              "y": 0.507985130451452
            },
            {
              "x": -0.01151792773297777,
              "y": 0.27618660971528214
            },
            {
              "x": -0.06807766879036044,
              "y": 0.48000949630483036
            },
            {
              "x": 0.06302835323215582,
              "y": 0.4505385022755626
            },
            {
              "x": 0.12455990702251434,
              "y": 0.21771397281596633
            },
            {
              "x": 0.2090633532037112,
              "y": 0.40639316126598773
            },
            {
              "x": 0.7273929841225627,
              "y": 0.4509592788128363
            },
            {
              "x": 0.6293914976184759,
              "y": 0.552916900392563
            },
            {
              "x": 0.2790833715329559,
              "y": 0.5000971528126633
            },
            {
              "x": -0.7351292121866293,
              "y": 0.3495812369090872
            },
            {
              "x": 0.6215025359094102,
              "y": 0.4348404764475164
            },
            {
              "x": -1.045979629200544,
              "y": 0.3327590143960104
            },
            {
              "x": -0.27825451163793835,
              "y": 0.3098185003001845
            },
            {
              "x": -0.0035460445725693937,
              "y": 0.40707623949240174
            },
            {
              "x": 0.9829683591217148,
              "y": 0.6032555058551928
            },
            {
              "x": 0.04280173481927875,
              "y": 0.5487834709086064
            },
            {
              "x": -0.25495641382705175,
              "y": 0.4200676612873383
            },
            {
              "x": -0.2810064370504624,
              "y": 0.3411934612299808
            },
            {
              "x": 0.25209125794399034,
              "y": 0.4633498125147664
            },
            {
              "x": 0.6770992061680332,
              "y": 0.48902914902482053
            },
            {
              "x": 0.07949410812402176,
              "y": 0.38249681242382705
            },
            {
              "x": -0.5959899135357972,
              "y": 0.4604873576098365
            },
            {
              "x": -0.9648399975505859,
              "y": 0.21274303668394415
            },
            {
              "x": -0.649106257969796,
              "y": 0.20111776378411536
            },
            {
              "x": -0.34813266786918956,
              "y": 0.3105529084610006
            },
            {
              "x": 0.5453129968878576,
              "y": 0.3730783138250176
            },
            {
              "x": 0.15254578947669434,
              "y": 0.38169938891652894
            },
            {
              "x": 0.08921513575312823,
              "y": 0.29256443410866634
            },
            {
              "x": -2.791287386312585,
              "y": -0.9777728924943777
            },
            {
              "x": -3.584632768913798,
              "y": -1.1195021891259003
            },
            {
              "x": -2.966951265298342,
              "y": -1.3841501486191383
            },
            {
              "x": -3.7242428756712895,
              "y": -1.4764305765011736
            },
            {
              "x": -2.705453833612812,
              "y": -1.3312665296720572
            },
            {
              "x": -3.417154408025512,
              "y": -0.9842231718058635
            },
            {
              "x": -2.274964354784541,
              "y": -1.2641934043724277
            },
            {
              "x": -2.3792365714081107,
              "y": -1.1606343054434136
            },
            {
              "x": -2.5176674106368564,
              "y": -0.6422568459102348
            },
            {
              "x": -3.328442063329982,
              "y": -1.1640441119763478
            },
            {
              "x": -3.042677024641148,
              "y": -1.2505299510150423
            },
            {
              "x": -3.603749553584825,
              "y": -1.0645863374618856
            },
            {
              "x": -3.0655317680385163,
              "y": -1.1273126680446863
            },
            {
              "x": -2.6982383804404266,
              "y": -1.0107759205660742
            },
            {
              "x": -2.8093446117400047,
              "y": -0.8542275383105453
            },
            {
              "x": -1.6428787473284623,
              "y": -0.40994670919622545
            },
            {
              "x": -0.2590399684077875,
              "y": 0.41306954272376323
            },
            {
              "x": -1.2378573637697425,
              "y": 0.3355693973501183
            },
            {
              "x": 0.5046588895075884,
              "y": 0.5759250003187383
            },
            {
              "x": -0.8496786038029673,
              "y": 0.3286966917168393
            },
            {
              "x": 0.6576330490226586,
              "y": 0.44126822876724847
            },
            {
              "x": -0.7224742262934223,
              "y": 0.31730906633565586
            },
            {
              "x": -0.32323827888163037,
              "y": 0.4763640442614765
            },
            {
              "x": -0.820997578067694,
              "y": 0.3100068320020103
            },
            {
              "x": -1.0492256378856828,
              "y": 0.5834416513438045
            },
            {
              "x": -0.32160152331175257,
              "y": 0.6797316529522144
            },
            {
              "x": -0.8012836636724208,
              "y": 0.5690214709810429
            },
            {
              "x": -0.19220381611092352,
              "y": 0.46067863442333495
            },
            {
              "x": -0.06845328270629035,
              "y": 0.5627886367688117
            },
            {
              "x": -0.17867910959735267,
              "y": 0.5073757661283405
            },
            {
              "x": -0.6628009442946092,
              "y": 0.780334216167873
            },
            {
              "x": 0.0317566679591594,
              "y": 0.5029282305834823
            },
            {
              "x": 0.1778021829861669,
              "y": 0.5832420174380323
            },
            {
              "x": -2.8657629830392968,
              "y": -0.016081545605808528
            },
            {
              "x": -2.507334041923088,
              "y": -0.07279094577215926
            },
            {
              "x": -2.4863158035414266,
              "y": -0.03426120954539489
            },
            {
              "x": -2.100668934996686,
              "y": 0.09402225886374035
            },
            {
              "x": -2.5068711372321824,
              "y": -0.10129821629616789
            },
            {
              "x": -2.644733292599658,
              "y": 0.13559482679471896
            },
            {
              "x": -2.6424525119843496,
              "y": -0.012445267395582554
            },
            {
              "x": -2.563681739285426,
              "y": -0.07193147174586849
            },
            {
              "x": -2.8620993903767955,
              "y": -0.13859614473327522
            },
            {
              "x": -1.8477939513643944,
              "y": 0.09936920809412807
            },
            {
              "x": -2.237742079654392,
              "y": 0.22550715347800238
            },
            {
              "x": -2.2073697339881004,
              "y": 0.12619605455250693
            },
            {
              "x": -2.407239241761857,
              "y": -0.0009050367835202745
            },
            {
              "x": -2.671574279346044,
              "y": -0.015529831191055223
            },
            {
              "x": -2.7505604029861166,
              "y": -0.12666256754099875
            },
            {
              "x": -2.5372127991011197,
              "y": -0.32606343788979375
            },
            {
              "x": -1.7906969839086113,
              "y": 0.024166356379153923
            },
            {
              "x": 5.561753595697622,
              "y": -0.632992775108441
            },
            {
              "x": 5.5921497339779105,
              "y": -0.6598345220544196
            },
            {
              "x": 5.39444496970238,
              "y": -0.5731373326484879
            },
            {
              "x": 5.3348091872632954,
              "y": -0.578347834636026
            },
            {
              "x": 5.503127133814956,
              "y": -0.6884292119746859
            },
            {
              "x": 5.516480511856647,
              "y": -0.6545824184547316
            },
            {
              "x": 5.652176787172139,
              "y": -0.6191562248463618
            },
            {
              "x": 4.971300657878384,
              "y": -0.4201769218043125
            },
            {
              "x": 5.705123825551671,
              "y": -0.5059018960045055
            },
            {
              "x": 5.665644376736597,
              "y": -0.595171834784406
            },
            {
              "x": 5.595332608049752,
              "y": -0.46314210691558877
            },
            {
              "x": 5.712447839082966,
              "y": -0.5539730102472383
            },
            {
              "x": 5.734306942074681,
              "y": -0.4252389341927907
            },
            {
              "x": 5.237019233601519,
              "y": -0.7562373744165443
            },
            {
              "x": 5.559800650304011,
              "y": -0.6232660760184842
            },
            {
              "x": 5.655163088773084,
              "y": -0.6038408268962507
            },
            {
              "x": -0.5130893845224697,
              "y": 0.38819514463342536
            },
            {
              "x": 0.08089120857090112,
              "y": 0.9153713200378463
            },
            {
              "x": 0.4376748635167605,
              "y": 0.3338781518166837
            },
            {
              "x": 1.1832069007837593,
              "y": 0.40542310305253604
            },
            {
              "x": 0.6305677774202229,
              "y": 0.5692887140306225
            },
            {
              "x": 1.9228839043763115,
              "y": 1.1506440008511634
            },
            {
              "x": 0.6570992612476834,
              "y": 0.8391990731195126
            },
            {
              "x": -0.8341934567431919,
              "y": 0.44976921550506466
            },
            {
              "x": 1.1730579923932256,
              "y": 0.989496435207343
            },
            {
              "x": -0.40488140943739787,
              "y": 0.8438103990508996
            },
            {
              "x": -0.5166286020437612,
              "y": 0.9095658299482291
            },
            {
              "x": 0.2973150340218875,
              "y": 0.4961080909956416
            },
            {
              "x": -0.34377816971868774,
              "y": 0.7826443860346758
            },
            {
              "x": -0.6814720659425278,
              "y": 0.7356780290814808
            },
            {
              "x": -0.11343944636070467,
              "y": 0.7263967265223435
            },
            {
              "x": 1.375713663324871,
              "y": 1.0446262745044095
            },
            {
              "x": 2.395297985686561,
              "y": 1.17035132552977
            },
            {
              "x": -0.5861573567853958,
              "y": 0.5467903993466571
            },
            {
              "x": 0.26824649332566286,
              "y": 0.4183681556181521
            },
            {
              "x": 0.08503329763004776,
              "y": 0.2781011225755429
            },
            {
              "x": -0.15924770770712854,
              "y": 0.04084647721635954
            },
            {
              "x": -0.07608504732793613,
              "y": 0.26083892339546677
            },
            {
              "x": -0.011754092384516534,
              "y": 0.1790678838296092
            },
            {
              "x": -1.0720236127498948,
              "y": 0.3484669364529844
            },
            {
              "x": -1.0094883403916763,
              "y": 0.14517603442234572
            },
            {
              "x": 0.024365298061653634,
              "y": 0.3111552145171944
            },
            {
              "x": -1.015663596434918,
              "y": 0.18438421238327504
            },
            {
              "x": -1.176411519542172,
              "y": 0.29493166022330874
            },
            {
              "x": -0.8506129509774376,
              "y": 0.24296341846359268
            },
            {
              "x": -0.5678752386524555,
              "y": 0.3272650927357579
            },
            {
              "x": 0.542132734688231,
              "y": 0.4639316975893999
            },
            {
              "x": -0.8293165063306883,
              "y": 0.3121811817877202
            },
            {
              "x": 0.4155435793661932,
              "y": 0.39299434114171533
            },
            {
              "x": 0.40967788540393796,
              "y": 0.4490713703063117
            }
          ]
        },
        "spacing": {
          "is_uniform": true,
          "max": 3.0,
          "mean": 3.0,
          "median": 3.0,
          "min": 3.0,
          "std": 0.0
        },
        "value_max": 0.9234821796417236,
        "value_min": -0.8711236119270325,
        "xy": [
          {
            "argmax_axis": 1047.0,
            "curve": {
              "abs_corr": [
                0.7614940692814597,
                0.7397112783482155,
                0.7243305670922503,
                0.697009061561931,
                0.6643500411505013,
                0.64085242093881,
                0.5923984875618487,
                0.5690230791756715,
                0.5372534566361732,
                0.5038601480481752,
                0.4791673972164975,
                0.41563087564600243,
                0.387418033849584,
                0.3965593183948675,
                0.44103141105178817,
                0.4780680248207533,
                0.4902375020531871,
                0.5078490253444117,
                0.5120836838401376,
                0.5031833518148574,
                0.46051154375253134,
                0.42642604395674577,
                0.33710597065266984,
                0.235554209482233,
                0.18874978357750818,
                0.1204900331886976,
                0.09247468229425143,
                0.09046326191453442,
                0.09829244149408814,
                0.11110242635446815,
                0.11978939474804248,
                0.14619689074814252,
                0.16432189186366625,
                0.2085665243531977,
                0.25302580505846434,
                0.27202891142543234,
                0.30294673891016033,
                0.32467372179050435,
                0.332936025888055,
                0.34825040940790364,
                0.36770260373436137,
                0.37906023279345746,
                0.4005292708421581,
                0.4142839608897512,
                0.4192839508398952,
                0.4380027453565086,
                0.45575952827189875,
                0.499215950592807,
                0.5333436314292379,
                0.5478202713689088,
                0.5807462549121946,
                0.6086618020198423,
                0.6147574658923505,
                0.5999238726547924,
                0.5150974939149535,
                0.4405984541765877,
                0.2771781562848276,
                0.2084967807860233,
                0.10020558471708908,
                0.006071154494592117,
                0.04357539414123856,
                0.1570530566357182,
                0.29089865360997064,
                0.36031845971546905,
                0.48078751060178204,
                0.5551503818152769,
                0.5755593731483147,
                0.5960590752488993,
                0.6014892548990523,
                0.6015159465855213,
                0.5998297510640259,
                0.5988596833107607,
                0.5979376035709933,
                0.5976800151244073,
                0.5978110260903268,
                0.5982194725335506,
                0.5987842054518238,
                0.5991429240210788,
                0.6000666391953023,
                0.6009838373522184,
                0.6015185194249885,
                0.602286961028015,
                0.6022571328033668,
                0.6020614308401431,
                0.601698037354082,
                0.6015200886470508,
                0.600945592220919,
                0.6005385238051264,
                0.6002639029230991,
                0.5992010883520472,
                0.5982554530478342,
                0.5976046762520133,
                0.5959228919958408,
                0.593733885110051,
                0.5923294302640703,
                0.5884543337638394,
                0.5855885409689634,
                0.5756177142818862,
                0.55342660186722,
                0.5328277518705398,
                0.454873243365255,
                0.27422935477770904,
                0.10781700154948419,
                0.3485156192127438,
                0.5995743825610532,
                0.6422828527407609,
                0.6745843015524342,
                0.6836632030926414,
                0.6846970823137278,
                0.6819510247181868,
                0.6782866687926783,
                0.6660651426765197,
                0.643816199569104,
                0.6276642333925744,
                0.5802887208477544,
                0.5042834755476769,
                0.4516243658707132,
                0.3131399945898868,
                0.1478435518100335,
                0.06482835702270522,
                0.07563239845883434,
                0.12921121155515505,
                0.20373120859143953,
                0.24189288711452475,
                0.2466072042802863,
                0.23196383853774308,
                0.18702259790383383,
                0.15265988146280932,
                0.04465300330937685,
                0.12013655697048459,
                0.21353029178817268,
                0.42656391550804207,
                0.6102466859088367,
                0.6802624111605173,
                0.7717282664286331,
                0.8002664489503655,
                0.8149587171696336,
                0.7858544426890048,
                0.7553214773379906,
                0.673404997562884
              ],
              "axis": [
                381.0,
                387.0,
                390.0,
                396.0,
                402.0,
                405.0,
                411.0,
                414.0,
                420.0,
                426.0,
                429.0,
                435.0,
                441.0,
                444.0,
                450.0,
                456.0,
                459.0,
                465.0,
                471.0,
                474.0,
                480.0,
                483.0,
                489.0,
                495.0,
                498.0,
                504.0,
                510.0,
                513.0,
                519.0,
                525.0,
                528.0,
                534.0,
                537.0,
                543.0,
                549.0,
                552.0,
                558.0,
                564.0,
                567.0,
                573.0,
                579.0,
                582.0,
                588.0,
                594.0,
                597.0,
                603.0,
                606.0,
                612.0,
                618.0,
                621.0,
                627.0,
                633.0,
                636.0,
                642.0,
                648.0,
                651.0,
                657.0,
                660.0,
                666.0,
                672.0,
                675.0,
                681.0,
                687.0,
                690.0,
                696.0,
                702.0,
                705.0,
                711.0,
                717.0,
                720.0,
                726.0,
                729.0,
                735.0,
                741.0,
                744.0,
                750.0,
                756.0,
                759.0,
                765.0,
                771.0,
                774.0,
                780.0,
                786.0,
                789.0,
                795.0,
                798.0,
                804.0,
                810.0,
                813.0,
                819.0,
                825.0,
                828.0,
                834.0,
                840.0,
                843.0,
                849.0,
                852.0,
                858.0,
                864.0,
                867.0,
                873.0,
                879.0,
                882.0,
                888.0,
                894.0,
                897.0,
                903.0,
                909.0,
                912.0,
                918.0,
                921.0,
                927.0,
                933.0,
                936.0,
                942.0,
                948.0,
                951.0,
                957.0,
                963.0,
                966.0,
                972.0,
                975.0,
                981.0,
                987.0,
                990.0,
                996.0,
                1002.0,
                1005.0,
                1011.0,
                1017.0,
                1020.0,
                1026.0,
                1032.0,
                1035.0,
                1041.0,
                1044.0,
                1050.0,
                1056.0,
                1059.0,
                1065.0
              ],
              "corr": [
                -0.7614940692814597,
                -0.7397112783482155,
                -0.7243305670922503,
                -0.697009061561931,
                -0.6643500411505013,
                -0.64085242093881,
                -0.5923984875618487,
                -0.5690230791756715,
                -0.5372534566361732,
                -0.5038601480481752,
                -0.4791673972164975,
                -0.41563087564600243,
                -0.387418033849584,
                -0.3965593183948675,
                -0.44103141105178817,
                -0.4780680248207533,
                -0.4902375020531871,
                -0.5078490253444117,
                -0.5120836838401376,
                -0.5031833518148574,
                -0.46051154375253134,
                -0.42642604395674577,
                -0.33710597065266984,
                -0.235554209482233,
                -0.18874978357750818,
                -0.1204900331886976,
                -0.09247468229425143,
                -0.09046326191453442,
                -0.09829244149408814,
                -0.11110242635446815,
                -0.11978939474804248,
                -0.14619689074814252,
                -0.16432189186366625,
                -0.2085665243531977,
                -0.25302580505846434,
                -0.27202891142543234,
                -0.30294673891016033,
                -0.32467372179050435,
                -0.332936025888055,
                -0.34825040940790364,
                -0.36770260373436137,
                -0.37906023279345746,
                -0.4005292708421581,
                -0.4142839608897512,
                -0.4192839508398952,
                -0.4380027453565086,
                -0.45575952827189875,
                -0.499215950592807,
                -0.5333436314292379,
                -0.5478202713689088,
                -0.5807462549121946,
                -0.6086618020198423,
                -0.6147574658923505,
                -0.5999238726547924,
                -0.5150974939149535,
                -0.4405984541765877,
                -0.2771781562848276,
                -0.2084967807860233,
                -0.10020558471708908,
                -0.006071154494592117,
                0.04357539414123856,
                0.1570530566357182,
                0.29089865360997064,
                0.36031845971546905,
                0.48078751060178204,
                0.5551503818152769,
                0.5755593731483147,
                0.5960590752488993,
                0.6014892548990523,
                0.6015159465855213,
                0.5998297510640259,
                0.5988596833107607,
                0.5979376035709933,
                0.5976800151244073,
                0.5978110260903268,
                0.5982194725335506,
                0.5987842054518238,
                0.5991429240210788,
                0.6000666391953023,
                0.6009838373522184,
                0.6015185194249885,
                0.602286961028015,
                0.6022571328033668,
                0.6020614308401431,
                0.601698037354082,
                0.6015200886470508,
                0.600945592220919,
                0.6005385238051264,
                0.6002639029230991,
                0.5992010883520472,
                0.5982554530478342,
                0.5976046762520133,
                0.5959228919958408,
                0.593733885110051,
                0.5923294302640703,
                0.5884543337638394,
                0.5855885409689634,
                0.5756177142818862,
                0.55342660186722,
                0.5328277518705398,
                0.454873243365255,
                0.27422935477770904,
                0.10781700154948419,
                -0.3485156192127438,
                -0.5995743825610532,
                -0.6422828527407609,
                -0.6745843015524342,
                -0.6836632030926414,
                -0.6846970823137278,
                -0.6819510247181868,
                -0.6782866687926783,
                -0.6660651426765197,
                -0.643816199569104,
                -0.6276642333925744,
                -0.5802887208477544,
                -0.5042834755476769,
                -0.4516243658707132,
                -0.3131399945898868,
                -0.1478435518100335,
                -0.06482835702270522,
                0.07563239845883434,
                0.12921121155515505,
                0.20373120859143953,
                0.24189288711452475,
                0.2466072042802863,
                0.23196383853774308,
                0.18702259790383383,
                0.15265988146280932,
                0.04465300330937685,
                -0.12013655697048459,
                -0.21353029178817268,
                -0.42656391550804207,
                -0.6102466859088367,
                -0.6802624111605173,
                -0.7717282664286331,
                -0.8002664489503655,
                -0.8149587171696336,
                -0.7858544426890048,
                -0.7553214773379906,
                -0.673404997562884
              ]
            },
            "frac_abs_corr_gt_0_5": 0.537117903930131,
            "max_abs_corr": 0.8162523661506933,
            "mean_abs_corr": 0.457087406229938,
            "n": 300,
            "target": "Water_Content_pct"
          },
          {
            "argmax_axis": 639.0,
            "curve": {
              "abs_corr": [
                0.7744457728833167,
                0.7668411897684895,
                0.7646223985171706,
                0.7594107790100828,
                0.7482986430974453,
                0.7357414717285841,
                0.7106580948217753,
                0.6982981499663411,
                0.6806882421305527,
                0.6638952908892045,
                0.6514049893903616,
                0.6239730602618362,
                0.625195996859709,
                0.6439560669996829,
                0.6985593576534402,
                0.7478930373370388,
                0.7685456690847657,
                0.8032565445038543,
                0.8279760045781687,
                0.834370253601517,
                0.8326528994870543,
                0.8238902643295022,
                0.7904122758880565,
                0.7400076352643852,
                0.7130852294395769,
                0.670009526190618,
                0.6519859740544244,
                0.6516685274188976,
                0.6600037425561129,
                0.6717226169696907,
                0.6790880849144788,
                0.7001635775728825,
                0.7141268702481851,
                0.7463732752458953,
                0.7761875055368894,
                0.7882549521984976,
                0.8071956346772855,
                0.819902436354616,
                0.8245856811685022,
                0.8330462483032708,
                0.8434163096676035,
                0.849289023593054,
                0.8599394285048761,
                0.8664350844598991,
                0.8687175833156635,
                0.8769176397513876,
                0.884268531255972,
                0.9007140709224412,
                0.9124729609279051,
                0.9172872180095618,
                0.9273679596694229,
                0.9348172628383041,
                0.9365351852385798,
                0.9343300375893556,
                0.9105052378947928,
                0.8809938787407868,
                0.7930767047487542,
                0.7473341643043203,
                0.6662524069520477,
                0.5904650461698656,
                0.549334360545478,
                0.45086880571206234,
                0.32130866255346163,
                0.24546684693002047,
                0.09178385133540586,
                0.027857729100213044,
                0.06818438929419954,
                0.11702163953251254,
                0.13704367098594042,
                0.140737953706321,
                0.14242348835630586,
                0.142216843075832,
                0.1421308261790643,
                0.1424710985845296,
                0.14292073276666112,
                0.14391230159242044,
                0.1452331170664493,
                0.14605271585924648,
                0.14818023027291993,
                0.15089072347928847,
                0.15269681565912058,
                0.1568362803398373,
                0.1600112325490251,
                0.16121742154929236,
                0.163189709481016,
                0.1640823930645861,
                0.1656505457160266,
                0.16760496203493125,
                0.16860311665363104,
                0.1707760587544309,
                0.1738304110909388,
                0.1754280509106318,
                0.17875654854310796,
                0.18212121582673088,
                0.18381267127785794,
                0.18666116148540204,
                0.18794172009418836,
                0.18950246131818044,
                0.1880226435753738,
                0.18474068488375398,
                0.16828183052488616,
                0.12361422576507136,
                0.07989283952279058,
                0.047646760826778024,
                0.12286007449986354,
                0.1359905313843708,
                0.14581318762906684,
                0.14841787493148922,
                0.14845291594449186,
                0.14707765945191206,
                0.14565700430818468,
                0.14151657312417307,
                0.13365085284745293,
                0.12798116696317452,
                0.11109421366516282,
                0.08669612857705228,
                0.07010011687346096,
                0.028340813118846772,
                0.016669431587523934,
                0.03823943389522529,
                0.06999403007982745,
                0.07973738880642234,
                0.08781125479748558,
                0.08262332733287875,
                0.0752883358446833,
                0.046284941372026274,
                0.002752422842370303,
                0.026485074952262426,
                0.1052532220506475,
                0.21625605158077982,
                0.27818433477341664,
                0.41920817338805144,
                0.5413212585032057,
                0.589264147862608,
                0.6751186519647961,
                0.7160964344160029,
                0.7864219909242313,
                0.8487565576967835,
                0.8702478512923076,
                0.8937745610687897
              ],
              "axis": [
                381.0,
                387.0,
                390.0,
                396.0,
                402.0,
                405.0,
                411.0,
                414.0,
                420.0,
                426.0,
                429.0,
                435.0,
                441.0,
                444.0,
                450.0,
                456.0,
                459.0,
                465.0,
                471.0,
                474.0,
                480.0,
                483.0,
                489.0,
                495.0,
                498.0,
                504.0,
                510.0,
                513.0,
                519.0,
                525.0,
                528.0,
                534.0,
                537.0,
                543.0,
                549.0,
                552.0,
                558.0,
                564.0,
                567.0,
                573.0,
                579.0,
                582.0,
                588.0,
                594.0,
                597.0,
                603.0,
                606.0,
                612.0,
                618.0,
                621.0,
                627.0,
                633.0,
                636.0,
                642.0,
                648.0,
                651.0,
                657.0,
                660.0,
                666.0,
                672.0,
                675.0,
                681.0,
                687.0,
                690.0,
                696.0,
                702.0,
                705.0,
                711.0,
                717.0,
                720.0,
                726.0,
                729.0,
                735.0,
                741.0,
                744.0,
                750.0,
                756.0,
                759.0,
                765.0,
                771.0,
                774.0,
                780.0,
                786.0,
                789.0,
                795.0,
                798.0,
                804.0,
                810.0,
                813.0,
                819.0,
                825.0,
                828.0,
                834.0,
                840.0,
                843.0,
                849.0,
                852.0,
                858.0,
                864.0,
                867.0,
                873.0,
                879.0,
                882.0,
                888.0,
                894.0,
                897.0,
                903.0,
                909.0,
                912.0,
                918.0,
                921.0,
                927.0,
                933.0,
                936.0,
                942.0,
                948.0,
                951.0,
                957.0,
                963.0,
                966.0,
                972.0,
                975.0,
                981.0,
                987.0,
                990.0,
                996.0,
                1002.0,
                1005.0,
                1011.0,
                1017.0,
                1020.0,
                1026.0,
                1032.0,
                1035.0,
                1041.0,
                1044.0,
                1050.0,
                1056.0,
                1059.0,
                1065.0
              ],
              "corr": [
                -0.7744457728833167,
                -0.7668411897684895,
                -0.7646223985171706,
                -0.7594107790100828,
                -0.7482986430974453,
                -0.7357414717285841,
                -0.7106580948217753,
                -0.6982981499663411,
                -0.6806882421305527,
                -0.6638952908892045,
                -0.6514049893903616,
                -0.6239730602618362,
                -0.625195996859709,
                -0.6439560669996829,
                -0.6985593576534402,
                -0.7478930373370388,
                -0.7685456690847657,
                -0.8032565445038543,
                -0.8279760045781687,
                -0.834370253601517,
                -0.8326528994870543,
                -0.8238902643295022,
                -0.7904122758880565,
                -0.7400076352643852,
                -0.7130852294395769,
                -0.670009526190618,
                -0.6519859740544244,
                -0.6516685274188976,
                -0.6600037425561129,
                -0.6717226169696907,
                -0.6790880849144788,
                -0.7001635775728825,
                -0.7141268702481851,
                -0.7463732752458953,
                -0.7761875055368894,
                -0.7882549521984976,
                -0.8071956346772855,
                -0.819902436354616,
                -0.8245856811685022,
                -0.8330462483032708,
                -0.8434163096676035,
                -0.849289023593054,
                -0.8599394285048761,
                -0.8664350844598991,
                -0.8687175833156635,
                -0.8769176397513876,
                -0.884268531255972,
                -0.9007140709224412,
                -0.9124729609279051,
                -0.9172872180095618,
                -0.9273679596694229,
                -0.9348172628383041,
                -0.9365351852385798,
                -0.9343300375893556,
                -0.9105052378947928,
                -0.8809938787407868,
                -0.7930767047487542,
                -0.7473341643043203,
                -0.6662524069520477,
                -0.5904650461698656,
                -0.549334360545478,
                -0.45086880571206234,
                -0.32130866255346163,
                -0.24546684693002047,
                -0.09178385133540586,
                0.027857729100213044,
                0.06818438929419954,
                0.11702163953251254,
                0.13704367098594042,
                0.140737953706321,
                0.14242348835630586,
                0.142216843075832,
                0.1421308261790643,
                0.1424710985845296,
                0.14292073276666112,
                0.14391230159242044,
                0.1452331170664493,
                0.14605271585924648,
                0.14818023027291993,
                0.15089072347928847,
                0.15269681565912058,
                0.1568362803398373,
                0.1600112325490251,
                0.16121742154929236,
                0.163189709481016,
                0.1640823930645861,
                0.1656505457160266,
                0.16760496203493125,
                0.16860311665363104,
                0.1707760587544309,
                0.1738304110909388,
                0.1754280509106318,
                0.17875654854310796,
                0.18212121582673088,
                0.18381267127785794,
                0.18666116148540204,
                0.18794172009418836,
                0.18950246131818044,
                0.1880226435753738,
                0.18474068488375398,
                0.16828183052488616,
                0.12361422576507136,
                0.07989283952279058,
                -0.047646760826778024,
                -0.12286007449986354,
                -0.1359905313843708,
                -0.14581318762906684,
                -0.14841787493148922,
                -0.14845291594449186,
                -0.14707765945191206,
                -0.14565700430818468,
                -0.14151657312417307,
                -0.13365085284745293,
                -0.12798116696317452,
                -0.11109421366516282,
                -0.08669612857705228,
                -0.07010011687346096,
                -0.028340813118846772,
                0.016669431587523934,
                0.03823943389522529,
                0.06999403007982745,
                0.07973738880642234,
                0.08781125479748558,
                0.08262332733287875,
                0.0752883358446833,
                0.046284941372026274,
                0.002752422842370303,
                -0.026485074952262426,
                -0.1052532220506475,
                -0.21625605158077982,
                -0.27818433477341664,
                -0.41920817338805144,
                -0.5413212585032057,
                -0.589264147862608,
                -0.6751186519647961,
                -0.7160964344160029,
                -0.7864219909242313,
                -0.8487565576967835,
                -0.8702478512923076,
                -0.8937745610687897
              ]
            },
            "frac_abs_corr_gt_0_5": 0.4890829694323144,
            "max_abs_corr": 0.9366753939156908,
            "mean_abs_corr": 0.4493792521715987,
            "n": 300,
            "target": "SSC_pct"
          }
        ]
      },
      "warnings": []
    }
  ],
  "splits": [],
  "variables": [
    {
      "assets": [],
      "histogram": {
        "counts": [
          2,
          3,
          13,
          20,
          17,
          16,
          13,
          12,
          19,
          24,
          28,
          21,
          13,
          13,
          7,
          8,
          4,
          3,
          2,
          10,
          22,
          19,
          6,
          5
        ],
        "edges": [
          88.2567823,
          88.61263097083334,
          88.96847964166666,
          89.3243283125,
          89.68017698333333,
          90.03602565416666,
          90.391874325,
          90.74772299583333,
          91.10357166666667,
          91.4594203375,
          91.81526900833333,
          92.17111767916667,
          92.52696635000001,
          92.88281502083333,
          93.23866369166667,
          93.5945123625,
          93.95036103333334,
          94.30620970416668,
          94.662058375,
          95.01790704583334,
          95.37375571666666,
          95.7296043875,
          96.08545305833334,
          96.44130172916667,
          96.7971504
        ]
      },
      "name": "Water_Content_pct",
      "role": "target",
      "shape": {
        "cv": 0.023875181859840562,
        "is_normal": false,
        "kurtosis": -0.9158324465768999,
        "normality_p": 1.0705395067524377e-10,
        "skewness": 0.39711906971631
      },
      "stats": {
        "max": 96.7971504,
        "mean": 92.29525417299999,
        "median": 91.99588005,
        "min": 88.2567823,
        "n": 300,
        "n_missing": 0,
        "q1": 90.464477225,
        "q3": 93.6827883,
        "std": 2.2035659781805834
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "histogram": {
        "counts": [
          11,
          81,
          43,
          62,
          38,
          10,
          5,
          0,
          0,
          0,
          0,
          2,
          1,
          6,
          7,
          4,
          9,
          1,
          4,
          3,
          3,
          6,
          2,
          2
        ],
        "edges": [
          2.65,
          2.989583333333333,
          3.3291666666666666,
          3.66875,
          4.008333333333333,
          4.347916666666666,
          4.6875,
          5.027083333333334,
          5.366666666666667,
          5.706250000000001,
          6.045833333333333,
          6.385416666666666,
          6.725,
          7.064583333333333,
          7.404166666666667,
          7.74375,
          8.083333333333334,
          8.422916666666667,
          8.762500000000001,
          9.102083333333333,
          9.441666666666666,
          9.78125,
          10.120833333333334,
          10.460416666666667,
          10.8
        ]
      },
      "name": "SSC_pct",
      "role": "target",
      "shape": {
        "cv": 0.43555834260143567,
        "is_normal": false,
        "kurtosis": 2.0858390858440847,
        "normality_p": 4.216153585018318e-23,
        "skewness": 1.8272237231209378
      },
      "stats": {
        "max": 10.8,
        "mean": 4.423737006666667,
        "median": 3.7369515,
        "min": 2.65,
        "n": 300,
        "n_missing": 0,
        "q1": 3.24879575,
        "q3": 4.20833325,
        "std": 1.9267955587283698
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.8333333333333333,
        "imbalance_ratio": 1.0,
        "minority_fraction": 0.16666666666666666,
        "n_classes": 6,
        "normalized_entropy": 0.9999999999999999
      },
      "name": "commodity",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 6,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 50,
            "name": "Zucchini"
          },
          {
            "count": 50,
            "name": "Bitter Gourd"
          },
          {
            "count": 50,
            "name": "Ridge Gourd"
          },
          {
            "count": 50,
            "name": "Melon"
          },
          {
            "count": 50,
            "name": "Chayote"
          },
          {
            "count": 50,
            "name": "Cucumber"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.4444444444444444,
        "imbalance_ratio": 2.0,
        "minority_fraction": 0.3333333333333333,
        "n_classes": 2,
        "normalized_entropy": 0.9182958340544894
      },
      "name": "original_split",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 2,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 200,
            "name": "calibration"
          },
          {
            "count": 100,
            "name": "prediction"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "api_url",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "https://data.mendeley.com/public-api/datasets/k55b8mvs84/snapshot/1"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "files_api_url",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "https://data.mendeley.com/public-api/datasets/k55b8mvs84/files?folder_id=root&version=1&$start=0&$limit=1000"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "article_url",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "https://www.sciencedirect.com/science/article/pii/S235234092100740X"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "doi_dataset",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "10.17632/k55b8mvs84.1"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "license",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "Creative Commons Attribution 4.0 International"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "license_id",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "cc-by-4.0"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "license_url",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "https://creativecommons.org/licenses/by/4.0/"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "rights_status",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "explicit_open"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "usage_scope",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "public_reuse_possible"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "public_release_allowed",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "True"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "spectroscopy_type",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "Vis-NIR"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "axis_unit",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "nm"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    },
    {
      "assets": [],
      "name": "axis_min",
      "role": "metadata",
      "shape": {
        "cv": 0.0,
        "is_normal": null,
        "kurtosis": null,
        "normality_p": null,
        "skewness": null
      },
      "stats": {
        "max": 381.0,
        "mean": 381.0,
        "median": 381.0,
        "min": 381.0,
        "n": 300,
        "n_missing": 0,
        "q1": 381.0,
        "q3": 381.0,
        "std": 0.0
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "name": "axis_max",
      "role": "metadata",
      "shape": {
        "cv": 0.0,
        "is_normal": null,
        "kurtosis": null,
        "normality_p": null,
        "skewness": null
      },
      "stats": {
        "max": 1065.0,
        "mean": 1065.0,
        "median": 1065.0,
        "min": 1065.0,
        "n": 300,
        "n_missing": 0,
        "q1": 1065.0,
        "q3": 1065.0,
        "std": 0.0
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "name": "n_points_original",
      "role": "metadata",
      "shape": {
        "cv": 0.0,
        "is_normal": null,
        "kurtosis": null,
        "normality_p": null,
        "skewness": null
      },
      "stats": {
        "max": 229.0,
        "mean": 229.0,
        "median": 229.0,
        "min": 229.0,
        "n": 300,
        "n_missing": 0,
        "q1": 229.0,
        "q3": 229.0,
        "std": 0.0
      },
      "type": "numeric",
      "unit": null
    },
    {
      "assets": [],
      "balance": {
        "gini_simpson": 0.0,
        "imbalance_ratio": 1.0,
        "minority_fraction": 1.0,
        "n_classes": 1,
        "normalized_entropy": 0.0
      },
      "name": "notes",
      "role": "metadata",
      "stats": {
        "n": 300,
        "n_classes": 1,
        "n_missing": 0,
        "top_classes": [
          {
            "count": 300,
            "name": "Raw Vis-NIR spectra for intact cucurbitaceae fruits, source calibration/prediction split preserved as metadata."
          }
        ]
      },
      "type": "categorical",
      "unit": null
    }
  ],
  "versions": {
    "content": "1.0.0",
    "schema_protocol": "2.0"
  },
  "warnings": [
    "conversion: Y.csv has no 'observation_id'; assumed Y/M row pairing and attached M.csv IDs. M observation order matches X.csv."
  ]
}