{"id":"W6906925805","doi":"10.18150/zcy6pz","title":"Data needed for assessment of trace elements contamination of the Vistula River Valley in the Małopolski Gorge. Application of geochemical and ecotoxicological indices","year":2024,"lang":"en","type":"dataset","venue":"","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sieve (category theory); Contamination; Carbonate; Sediment; TRACE (psycholinguistics); Hydrology (agriculture)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259984,0.001351402,0.001455605,0.00507677,0.0004800844,0.001403809,0.001437195,0.001399486,0.01404041],"category_scores_gemma":[0.004473943,0.0004936596,0.001314093,0.00871861,0.0002692229,0.0008521004,0.001521819,0.001033623,0.009791811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398303,"about_ca_system_score_gemma":0.002781019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04788824,"about_ca_topic_score_gemma":0.04773807,"domain_scores_codex":[0.9988759,0.0001645882,0.0002423825,0.0003496968,0.0002237966,0.0001436533],"domain_scores_gemma":[0.9980532,0.0005338526,0.0003826665,0.0002973351,0.0005639051,0.0001691094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005483336,0.000146703,0.041215,0.01310616,0.001011771,0.0002841239,0.0002285073,0.00500058,0.001828438,0.001867452,0.9115193,0.02324365],"study_design_scores_gemma":[0.0004422872,0.00005469847,0.07141056,0.001427553,0.0003511532,0.0001718691,0.0003647641,0.001133041,0.001211536,0.0009957444,0.9223739,0.00006303265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009724275,0.0001437226,0.00005575143,0.00003189437,0.000009703107,0.00001067606,0.9984579,0.00008093363,0.0002370895],"genre_scores_gemma":[0.001869311,0.0001295906,0.0003484662,0.00002238123,0.000002655649,0.00009148474,0.9973152,0.00002442884,0.000196428],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04788824,"threshold_uncertainty_score":0.09521902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371188141380004,"score_gpt":0.3415551483572643,"score_spread":0.3078432669434643,"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."}}