{"id":"W4251938180","doi":"10.1515/iupac.81.0882","title":"Surfactant","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental Chemistry and Analysis","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; 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":[0.001879716,0.001554189,0.001171048,0.003695905,0.001097402,0.003484038,0.002756926,0.001973703,0.1313846],"category_scores_gemma":[0.01479305,0.0005320523,0.001506281,0.005642077,0.0004538889,0.002735867,0.002473031,0.002264583,0.1945517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968482,"about_ca_system_score_gemma":0.003288917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0156821,"about_ca_topic_score_gemma":0.03325654,"domain_scores_codex":[0.9968471,0.0005686472,0.0004375464,0.00110762,0.0006776684,0.0003613728],"domain_scores_gemma":[0.9948016,0.001184121,0.0004948203,0.001335607,0.00180467,0.000379126],"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":[0.00007104702,0.00001942636,0.001509823,0.0005650719,0.00002225634,0.00001760856,0.00002690355,0.0001500502,0.00008745269,0.001070984,0.9915702,0.004889041],"study_design_scores_gemma":[0.00009177339,0.00001293564,0.002518871,0.0003698154,0.00001674215,0.00006261523,0.00008942733,0.000218593,0.0002013672,0.001588906,0.9948105,0.0000184944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001794858,0.000112632,0.0001521806,0.0001883323,0.00006295037,0.00002855614,0.9967672,0.0002875628,0.002221116],"genre_scores_gemma":[0.0003980421,0.00006527871,0.0003785455,0.0001388037,0.0000110021,0.0001009342,0.9974846,0.00006091972,0.001361986],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1313846,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006868750848428537,"score_gpt":0.3352373977266493,"score_spread":0.3283686468782208,"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."}}