{"id":"W3100855640","doi":"10.1021/acs.est.0c04892","title":"Considerations for Prioritization of Polycyclic Aromatic Compounds as Environmental Contaminants","year":2020,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; Environment and Climate Change Canada","funders":"","keywords":"Prioritization; Environmental chemistry; Contamination; Environmental science; Polycyclic aromatic hydrocarbon; Chemistry; Engineering; Biology; Ecology; Management science","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":[0.05098981,0.00205037,0.001778081,0.005326485,0.004333162,0.009981972,0.007082204,0.0123203,0.04488955],"category_scores_gemma":[0.09535808,0.001127986,0.002315592,0.002918288,0.003396677,0.008422243,0.00559373,0.01151703,0.01248295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006591901,"about_ca_system_score_gemma":0.04553129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03605273,"about_ca_topic_score_gemma":0.05279511,"domain_scores_codex":[0.9563516,0.01426726,0.003027653,0.001613912,0.02196124,0.00277841],"domain_scores_gemma":[0.8559216,0.05678339,0.006314887,0.00482856,0.06604406,0.01010763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002632558,0.0003797997,0.002645079,0.001935913,0.00009140838,0.0008045565,0.0007593999,0.001986929,0.003881088,0.01943612,0.6836582,0.2841582],"study_design_scores_gemma":[0.0001333047,0.0003580691,0.005034394,0.002924304,0.0001122424,0.0008015603,0.002988893,0.001442095,0.0026627,0.02461735,0.9587555,0.0001696703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006950567,0.03929349,0.02176186,0.6826494,0.02501956,0.002263754,0.001801785,0.001819321,0.2184403],"genre_scores_gemma":[0.1406278,0.08338337,0.1976559,0.3918449,0.01982347,0.003171238,0.003607493,0.001551145,0.1583347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05098981,"threshold_uncertainty_score":0.2696631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065019229890733,"score_gpt":0.2310537099977556,"score_spread":0.2204035176988483,"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."}}