{"id":"W4251087338","doi":"10.1515/iupac.88.0809","title":"Fish Sexual Development Test","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Fish <Actinopterygii>; Relation (database); Test (biology); Computer science; Biology; Ecology; Linguistics; Fishery; Data mining; 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":[0.001141144,0.000921907,0.0008779872,0.002392281,0.0005379799,0.00134257,0.001823272,0.001143096,0.08446409],"category_scores_gemma":[0.008355534,0.0003500493,0.001169822,0.002344385,0.0002962346,0.001284478,0.001463827,0.001259417,0.04435531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235109,"about_ca_system_score_gemma":0.001812854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889306,"about_ca_topic_score_gemma":0.03897069,"domain_scores_codex":[0.9991579,0.0001087289,0.0001974615,0.0002470662,0.0001949395,0.00009379131],"domain_scores_gemma":[0.9967745,0.0009264736,0.0005526838,0.0005606897,0.001026378,0.0001592847],"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":[0.0004349368,0.00004784293,0.02103565,0.002566431,0.0001352392,0.0001087837,0.00005783852,0.0004430856,0.0001910422,0.001462019,0.9455907,0.02792635],"study_design_scores_gemma":[0.0002577285,0.00005818194,0.04499469,0.001342373,0.0001092603,0.0002742394,0.000185617,0.0005148132,0.0005670468,0.001968637,0.949677,0.00005041046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008580034,0.0002914002,0.0001803126,0.0001758014,0.00005099331,0.0000632313,0.9940684,0.000185822,0.004126041],"genre_scores_gemma":[0.003751614,0.000353863,0.0007531747,0.0002636771,0.00002860366,0.0003081016,0.9896997,0.00006145892,0.00477976],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08446409,"threshold_uncertainty_score":0.2825605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606423266144361,"score_gpt":0.3715427026026055,"score_spread":0.3554784699411618,"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."}}