{"id":"W4245001645","doi":"10.1515/iupac.81.0120","title":"Biological Monitoring (in Human Toxicology)","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental toxicology; Toxicology; Computer science; Ecology; Biology; Chemistry; Philosophy","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":[0.001757928,0.001987056,0.001489582,0.004663113,0.0007104561,0.003070314,0.002605031,0.002380108,0.09995263],"category_scores_gemma":[0.01296176,0.000639104,0.001653431,0.008476962,0.0004288647,0.002358689,0.002549031,0.002102383,0.1091359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932035,"about_ca_system_score_gemma":0.002554397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02787291,"about_ca_topic_score_gemma":0.03918668,"domain_scores_codex":[0.9973807,0.0004994554,0.0004937357,0.0007870822,0.0005990827,0.000239906],"domain_scores_gemma":[0.9937422,0.002097249,0.001061145,0.001330903,0.001441678,0.0003268148],"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":[0.00009338782,0.00001775577,0.002971801,0.002661935,0.00005819611,0.00003535321,0.00002841249,0.0003763952,0.0001028146,0.001029038,0.98345,0.009174947],"study_design_scores_gemma":[0.0001003703,0.00001189824,0.005659651,0.0009392111,0.00003945944,0.00008352233,0.00004396233,0.0001888348,0.0001778387,0.001394848,0.991339,0.0000215255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007297224,0.0002501165,0.00008871769,0.00006699323,0.00002834641,0.000008909572,0.9981851,0.0001385772,0.001160203],"genre_scores_gemma":[0.0005440758,0.0003046402,0.0003893303,0.0001563955,0.00001506672,0.00006420982,0.9974697,0.00004930392,0.001007372],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09995263,"threshold_uncertainty_score":0.3343749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1738397344148369,"score_gpt":0.5301502417592913,"score_spread":0.3563105073444544,"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."}}