{"id":"W3088387302","doi":"10.1002/etc.4881","title":"Evaluation of the Inherent Toxicity Concept in Environmental Toxicology and Risk Assessment","year":2020,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Toxicity; Toxicology; Organism; Risk assessment; Mechanism (biology); Environmental toxicology; Biochemical engineering; Risk analysis (engineering); Computer science; Biology; Chemistry; Medicine; Computer security; Engineering; Physics","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":[0.05271371,0.002244507,0.001567832,0.006600387,0.001999924,0.009612725,0.004964124,0.004445469,0.005615518],"category_scores_gemma":[0.05817619,0.0007310326,0.002756114,0.004056154,0.01467629,0.0159512,0.007925878,0.009171572,0.001053992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00705205,"about_ca_system_score_gemma":0.008689296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606968,"about_ca_topic_score_gemma":0.002400844,"domain_scores_codex":[0.9509774,0.02233263,0.002316778,0.00287042,0.02064006,0.0008627371],"domain_scores_gemma":[0.9396678,0.03631656,0.004189842,0.005253954,0.01351317,0.001058628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002924731,0.00006949564,0.001284358,0.0005833511,0.00008801524,0.0001473292,0.0003189953,0.008038037,0.0006614233,0.9460327,0.003223348,0.03952377],"study_design_scores_gemma":[0.00002083092,0.0002737473,0.001057873,0.000995792,0.0001032749,0.0006269299,0.0006155114,0.0191013,0.001470113,0.9167314,0.05891893,0.00008428202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01048614,0.0210368,0.8320442,0.01516176,0.001823025,0.0006619563,0.0004190679,0.0002221452,0.1181449],"genre_scores_gemma":[0.4212524,0.02307713,0.5282264,0.007816949,0.002908864,0.001664435,0.0004960647,0.0002655965,0.01429209],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05271371,"threshold_uncertainty_score":0.27878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344180861163963,"score_gpt":0.2409143515338227,"score_spread":0.2274725429221831,"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."}}