{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006187068,0.0005520853,0.0006077721,0.00007556649,0.0008617623,0.00008201745,0.001173058,0.0008272429,0.05650114],"category_scores_gemma":[0.0005179936,0.0005307223,0.00008351282,0.00008515667,0.0009169071,0.0001687918,0.001309757,0.0008466404,0.0002849778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298288,"about_ca_system_score_gemma":0.0001594376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012997,"about_ca_topic_score_gemma":0.01520043,"domain_scores_codex":[0.9969668,0.00007272942,0.0005101767,0.0008890131,0.0008342612,0.0007270296],"domain_scores_gemma":[0.9980105,0.0001299797,0.0004181572,0.001154344,0.00001073432,0.0002763339],"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":[0.00004063737,0.0007573064,0.002008853,0.00003091007,0.00004759483,0.0001715836,0.00002369288,0.00001788887,0.00008867787,7.502489e-8,0.9936199,0.003192886],"study_design_scores_gemma":[0.0005909755,0.0003831543,0.007397088,0.00003127473,0.00005932438,0.00004619772,0.00001950087,0.00000442684,0.000198994,0.00001837147,0.9906576,0.0005930514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007543254,0.00003722219,0.00000725757,0.0003441487,0.0006466144,0.0003650639,0.9902114,0.00004768137,0.0007973578],"genre_scores_gemma":[0.0001378743,0.0001125365,0.0002392383,0.001401383,0.000285224,0.00005394798,0.9902136,0.00003820123,0.007517994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05621617,"threshold_uncertainty_score":0.9997144,"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."}}