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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."
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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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              "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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                "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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          "amplitude": {
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            "jump_count": 133078,
            "jump_rate": 0.03375900558092339,
            "spike_count": 181085,
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          "diagnostics": [
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "Spike rate"
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                {
                  "level": 1.0,
                  "signal": "Jump rate"
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                  "level": 1.0,
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                  "level": 0.622995200133667,
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              ],
              "evidence_coverage": 1.0,
              "interpretation": "Break at detector junctions, local calibration or different probe.",
              "interpretation_kind": "possible_cause",
              "key": "splice",
              "label": "Signature compatible with a spectral splice",
              "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."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.8645735129083185,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.8645735129083185,
              "strength": "strong"
            },
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              "availability": "available",
              "confidence_status": "unvalidated",
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                  "level": 1.0,
                  "signal": "RMS/SAM to mean spectrum"
                },
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                  "level": 0.9879663179666767,
                  "signal": "PCA structure"
                },
                {
                  "level": 0.747369178979136,
                  "signal": "Mahalanobis / T2"
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              ],
              "evidence_coverage": 1.0,
              "interpretation": "Different but physically plausible variety, species, batch or condition.",
              "interpretation_kind": "possible_cause",
              "key": "out_of_domain",
              "label": "Signature compatible with a population shift",
              "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."
              ],
              "reference_scope": "dataset_mean_not_independent_reference",
              "score": 0.6372629561069891,
              "score_explanation": "A signature at 0.78 is not a causal probability of 78%.",
              "score_kind": "heuristic_signature",
              "signal_strength": 0.6372629561069891,
              "strength": "medium"
            },
            {
              "availability": "available",
              "confidence_status": "unvalidated",
              "evidence": [
                {
                  "level": 1.0,
                  "signal": "RMS/SAM to mean spectrum"
                },
                {
                  "level": 1.0,
                  "signal": "local artifacts"
                },
                {
                  "level": 0.747369178979136,
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                },
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                },
                {
                  "level": 0.25619480121940924,
                  "signal": "Baseline/mean/area"
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              ],
              "evidence_coverage": 1.0,
              "interpretation": "Systematic discrepancy between campaigns, instruments or white reference.",
              "interpretation_kind": "possible_cause",
              "key": "white_calibration",
              "label": "Offset compatible with a different white reference",
              "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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                "Check instrument, probe, geometry, campaign and processing/resampling log.",
                "Check the repeat protocol before interpreting an intra-ID dispersion."
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