{"id":"W4233111439","doi":"10.1515/iupac.81.0957","title":"Wetland","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; Ecology; Environmental science; Biology; Linguistics; 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":[0.0004151946,0.0004256211,0.0004935639,0.00007430121,0.0002316824,0.00002357551,0.0005983105,0.0007215992,0.199233],"category_scores_gemma":[0.0001367969,0.0003220098,0.0001378494,0.0001397152,0.0007503593,0.0001142454,0.000674543,0.0005120225,0.0002651958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008743592,"about_ca_system_score_gemma":0.00005083391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000598713,"about_ca_topic_score_gemma":0.002591606,"domain_scores_codex":[0.9975615,0.0001181781,0.0003825605,0.0006888545,0.0006409026,0.0006080338],"domain_scores_gemma":[0.9987279,0.00009399388,0.0002097974,0.0007382439,0.000006603061,0.0002234565],"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":[0.00007730708,0.0002740765,0.0004234014,0.00001356043,0.00003819783,0.00009558396,0.000003813951,0.000006920809,0.000284146,0.00000105111,0.9973187,0.001463243],"study_design_scores_gemma":[0.0006610497,0.0003033545,0.0005409183,0.00003491654,0.000057118,0.00004234002,0.000004981854,0.000001262498,0.0001693914,0.0002684848,0.9974976,0.000418649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001265698,0.00008490412,0.00002344794,0.0005450954,0.0007385156,0.0002786389,0.9956047,0.00004428385,0.00141473],"genre_scores_gemma":[0.00006409477,0.000689861,0.00004291514,0.00123109,0.000371937,0.00003067015,0.9931937,0.00003181917,0.004343951],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1989678,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009421505343479892,"score_gpt":0.3491665986925999,"score_spread":0.33974509334912,"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."}}