{"id":"W4402083056","doi":"10.1016/j.scitotenv.2024.175974","title":"Letter to the Editor regarding “Paleofloodscapes: Application of sediment source fingerprinting to track flood regime change over space and time at the Peace-Athabasca Delta, Canada” by Kay et al. (2024), Science of the Total Environment 912 169538.","year":2024,"lang":"en","type":"letter","venue":"The Science of The Total Environment","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Track (disk drive); Flood myth; Sediment; Delta; Geology; Physical geography; Geography; Archaeology; Engineering; Geomorphology; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003140793,0.0008459009,0.001317952,0.0008021084,0.003991198,0.003466369,0.001780386,0.02972049,0.005096123],"category_scores_gemma":[0.01874429,0.0008506221,0.0009565144,0.0006672538,0.001684929,0.002333218,0.001150718,0.02572284,0.006689387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003713971,"about_ca_system_score_gemma":0.00652178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02038234,"about_ca_topic_score_gemma":0.04834261,"domain_scores_codex":[0.9979388,0.0003394452,0.0002637302,0.0003746235,0.000779013,0.0003043635],"domain_scores_gemma":[0.9933208,0.002752597,0.0003260466,0.0001553873,0.002330378,0.001114846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002975084,0.00001160465,0.0001940569,0.00001654429,0.000005144582,0.0003109736,0.00003332502,0.00001527467,0.00005724593,0.0002897611,0.9964836,0.002552545],"study_design_scores_gemma":[0.00007201862,0.00003971379,0.001398728,0.000160035,0.00002609982,0.0006740176,0.0002686904,0.0002868335,0.0002268239,0.002172376,0.9946243,0.00005030914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003047578,0.001217578,0.0001364396,0.9097334,0.08554717,0.0000257232,0.0001702269,0.0000473872,0.002817353],"genre_scores_gemma":[0.001849087,0.0007868468,0.0002125766,0.9330713,0.05263969,0.00004386457,0.00005319867,0.00003312865,0.01131044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9796177,"threshold_uncertainty_score":0.0405274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006969248080513645,"score_gpt":0.1964974552826401,"score_spread":0.1895282072021265,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}