{"id":"W4235049753","doi":"10.1515/iupac.81.0094","title":"Behavioral Toxicology","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental toxicology; Ecology; Toxicology; Computer science; Biology; Chemistry; Philosophy; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001575753,0.0005317893,0.0006270118,0.00006648634,0.0001585636,0.00002465929,0.0007293778,0.0008445085,0.08867685],"category_scores_gemma":[0.0001811086,0.000462315,0.0002001485,0.00006432017,0.0003151349,0.00007487154,0.0002324445,0.0008115182,0.000008129641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109828,"about_ca_system_score_gemma":0.0006569783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001386947,"about_ca_topic_score_gemma":0.0001077505,"domain_scores_codex":[0.9974289,0.00001943008,0.0005309063,0.0006942991,0.000771773,0.0005547173],"domain_scores_gemma":[0.997992,0.00006513072,0.0003376029,0.001177508,0.0002100401,0.0002176888],"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":[0.0001126273,0.0005375615,0.000004725588,0.0003300134,0.00006174936,0.0002257373,0.000005769733,3.117748e-7,0.004997381,0.000001649489,0.9890901,0.004632331],"study_design_scores_gemma":[0.000921444,0.00006323454,1.672885e-7,0.0003393513,0.0001356931,0.00003118715,0.00001971011,1.495252e-7,0.005330903,0.00005271334,0.9925461,0.0005593585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006099721,0.0005536872,0.00001629188,0.00008749453,0.0008858518,0.00005680813,0.9966365,0.0001038492,0.001049592],"genre_scores_gemma":[0.00002442023,0.0003781457,0.00004958252,0.0001529508,0.001678865,0.00002962119,0.9860966,0.00005202761,0.01153774],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08866872,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209152410794908,"score_gpt":0.4255017817738969,"score_spread":0.4045865406944061,"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."}}