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                "Check the white/black reference actually acquired and its metadata.",
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                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the white/black reference actually acquired and its metadata.",
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the white/black reference actually acquired and its metadata.",
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                "Check the repeat protocol before interpreting an intra-ID dispersion."
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              "label": "Signature compatible with a population shift",
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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              "interpretation": "Systematic effect of support, white/black, transflectance or measurement environment.",
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              "key": "background_shift",
              "label": "Signature compatible with a different background",
              "missing_evidence": [],
              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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              "evidence_coverage": 1.0,
              "interpretation": "Systematic discrepancy between campaigns, instruments or white reference.",
              "interpretation_kind": "possible_cause",
              "key": "white_calibration",
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.5692748512910243,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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              "interpretation": "Detector saturated or insufficient dynamic range.",
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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              "reference_scope": "dataset_mean_not_independent_reference",
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              "interpretation": "Bad contact, missing sample, degraded measurement or very low dynamic range.",
              "interpretation_kind": "possible_cause",
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
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                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
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              "interpretation_kind": "possible_cause",
              "key": "very_noisy",
              "label": "High spectral roughness signature",
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
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              ],
              "evidence_coverage": 1.0,
              "interpretation": "Bad contact, missing sample, degraded measurement or very low dynamic range.",
              "interpretation_kind": "possible_cause",
              "key": "flat_low_signal",
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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              "recommended_verifications": [
                "Check the white/black reference actually acquired and its metadata.",
                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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            "name": "Mojo-jojo"
          },
          {
            "count": 30,
            "name": "Philipp Plein logo"
          },
          {
            "count": 30,
            "name": "heart shape"
          },
          {
            "count": 30,
            "name": "Donald Trump"
          },
          {
            "count": 30,
            "name": "Maserati logo"
          },
          {
            "count": 30,
            "name": "Tesla logo"
          },
          {
            "count": 29,
            "name": "round"
          },
          {
            "count": 27,
            "name": "cocaine 100wt%"
          },
          {
            "count": 20,
            "name": "Spongebob"
          },
          {
            "count": 20,
            "name": "Gold bar"
          },
          {
            "count": 20,
            "name": "Rolls Royce logo"
          },
          {
            "count": 20,
            "name": "Audi logo"
          },
          {
            "count": 20,
            "name": "champagne bottle"
          },
          {
            "count": 19,
            "name": "Batman logo"
          },
          {
            "count": 19,
            "name": "phenacetin"
          },
          {
            "count": 14,
            "name": "phenacetin, levamisole"
          }
        ]
      },
      "type": "categorical",
      "unit": null
    }
  ],
  "versions": {
    "content": "1.1.0",
    "schema_protocol": "2.0"
  },
  "warnings": [
    "conversion: variables: column 'instrument' varies within a sample_id; retained at observation grain.",
    "conversion: variables: column 'instrument_code' varies within a sample_id; retained at observation grain.",
    "conversion: variables: column 'axis_min' varies within a sample_id; retained at observation grain.",
    "conversion: variables: column 'axis_max' varies within a sample_id; retained at observation grain.",
    "conversion: variables: column 'n_points_original' varies within a sample_id; retained at observation grain.",
    "conversion: variables: column 'signal_type' varies within a sample_id; retained at observation grain.",
    "conversion: variables: column 'nr' varies within a sample_id; retained at observation grain."
  ]
}