{"id":"W2050606269","doi":"10.1016/j.scitotenv.2014.05.031","title":"Emerging contaminants: A scientific challenge without borders","year":2014,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Contamination; Environmental planning; Environmental science; Environmental chemistry; Environmental protection; Chemistry; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.06451947,0.001378401,0.00437367,0.003209413,0.005363922,0.01772404,0.005834479,0.03363211,0.01197092],"category_scores_gemma":[0.05410321,0.0007931337,0.001854614,0.002005576,0.0343665,0.03771665,0.02057905,0.02235227,0.003371126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005758272,"about_ca_system_score_gemma":0.02981407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913252,"about_ca_topic_score_gemma":0.002656456,"domain_scores_codex":[0.9742789,0.009737331,0.002659091,0.003225919,0.007871258,0.002227423],"domain_scores_gemma":[0.8802761,0.06668106,0.00794934,0.01198992,0.02167063,0.011433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004361206,0.0007216064,0.001499647,0.002905219,0.000225641,0.0007771014,0.001179727,0.001535905,0.002908251,0.6371305,0.1597265,0.1909538],"study_design_scores_gemma":[0.00007256345,0.0002321452,0.0005535321,0.002124668,0.00005710963,0.0002868985,0.002713361,0.0005915256,0.0005434575,0.6575549,0.3351896,0.00008024592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002067518,0.09385546,0.007508013,0.8688017,0.01145111,0.00004953332,0.0001738897,0.00007415487,0.01601861],"genre_scores_gemma":[0.2003041,0.1934214,0.03692577,0.485128,0.06548472,0.0005054561,0.0005043485,0.0001936565,0.01753259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06451947,"threshold_uncertainty_score":0.3412157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679948423816215,"score_gpt":0.2661866346600127,"score_spread":0.2493871504218505,"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."}}