{"id":"W4229807601","doi":"10.1515/iupac.81.0625","title":"Nekton","year":2016,"lang":"de","type":"dataset","venue":"IUPAC Standards Online","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental risk assessment; Ecology; Computer science; Risk assessment; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121784,0.001990683,0.00146008,0.003669178,0.001093954,0.003673746,0.002732948,0.001927144,0.08108179],"category_scores_gemma":[0.008195418,0.0006099223,0.001323929,0.005407567,0.0005084348,0.002268934,0.002559971,0.002097764,0.152319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658281,"about_ca_system_score_gemma":0.002792733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450903,"about_ca_topic_score_gemma":0.03830606,"domain_scores_codex":[0.9984822,0.0002711666,0.0001817207,0.0005587114,0.0003079453,0.0001982559],"domain_scores_gemma":[0.9978654,0.0005507459,0.0002517692,0.000563704,0.0005200879,0.0002482816],"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":[0.0001268417,0.00002369076,0.001393256,0.001190792,0.00003931734,0.00003711994,0.00003931471,0.0003527339,0.0001461149,0.001239851,0.9898982,0.005512798],"study_design_scores_gemma":[0.0001460249,0.00001668099,0.002057142,0.000439971,0.00002298934,0.00008101189,0.00006625216,0.0004093475,0.0002483131,0.001613917,0.9948778,0.00002045768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001693312,0.0002042257,0.0001148173,0.000118169,0.00003959847,0.00001514026,0.9974728,0.0004571861,0.001408711],"genre_scores_gemma":[0.0003617315,0.0001339487,0.0003340004,0.00008018869,0.000007120898,0.00005325731,0.998075,0.00007762702,0.0008771013],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08108179,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235600269668002,"score_gpt":0.3943744640983911,"score_spread":0.3820184614017111,"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."}}