{"id":"W4236466713","doi":"10.1515/iupac.81.0438","title":"Hazard","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Hazard; Hazard analysis; Computer science; Environmental science; Ecology; Biology; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244592,0.001733286,0.001083637,0.003381753,0.0009986189,0.002900065,0.002767856,0.001915134,0.1304086],"category_scores_gemma":[0.008550113,0.0005078287,0.001613325,0.004446895,0.0003689359,0.002506506,0.002575781,0.001944155,0.1751275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854782,"about_ca_system_score_gemma":0.00255986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01813914,"about_ca_topic_score_gemma":0.0378058,"domain_scores_codex":[0.998297,0.0002898995,0.0002177291,0.0005553898,0.0004183791,0.0002214865],"domain_scores_gemma":[0.9970656,0.000683459,0.0002874777,0.0007891849,0.0009027485,0.0002715355],"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":[0.00006457712,0.00001855491,0.00145594,0.0006796063,0.00002261796,0.00002153447,0.00002403145,0.0002122619,0.00007664578,0.0009508518,0.9907122,0.00576126],"study_design_scores_gemma":[0.00009131143,0.00001388353,0.002438745,0.0003432603,0.00001700292,0.00006993869,0.00007947185,0.0003352179,0.0001772591,0.001851998,0.9945634,0.00001852956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001756395,0.0001414679,0.0001331704,0.0001624747,0.00005698602,0.00002207285,0.9967291,0.0003261656,0.002252876],"genre_scores_gemma":[0.0004339395,0.00008729325,0.0003528068,0.0001175968,0.00001032309,0.00006014833,0.9974815,0.00005380731,0.001402644],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1304086,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032818833619886,"score_gpt":0.3546431998771007,"score_spread":0.3443150115409018,"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."}}