{"id":"W4301467786","doi":"10.1515/iupac.81.0296","title":"Ecotoxicology","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","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; 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":[0.001643012,0.00209129,0.001780624,0.005675075,0.001110746,0.003397591,0.003718938,0.002761771,0.0662633],"category_scores_gemma":[0.01065667,0.0006909292,0.001776761,0.008493186,0.0005265825,0.002634542,0.00331713,0.002917081,0.09079939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684908,"about_ca_system_score_gemma":0.003715622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944089,"about_ca_topic_score_gemma":0.03661127,"domain_scores_codex":[0.997872,0.0003885694,0.0003709212,0.0005836406,0.0005598197,0.0002250886],"domain_scores_gemma":[0.995716,0.001247982,0.0005835216,0.001020068,0.001115525,0.0003168866],"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":[0.00007742754,0.00002617643,0.00223431,0.003042381,0.00006082768,0.00006529107,0.00004037478,0.0005231728,0.0002131209,0.001947953,0.9836054,0.008163521],"study_design_scores_gemma":[0.00005967463,0.000008580565,0.002358381,0.0006250721,0.00002845342,0.00008184474,0.00003940609,0.0001691616,0.0001499704,0.001564828,0.9948958,0.0000188633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001304634,0.0003786652,0.0001462356,0.0001428993,0.00003466698,0.00001916224,0.9970319,0.0002130028,0.001903007],"genre_scores_gemma":[0.0004049021,0.0003432597,0.0005208843,0.0001414429,0.000009243365,0.00008114524,0.9975879,0.00005066369,0.0008605963],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0662633,"threshold_uncertainty_score":0.2216728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005838467576330387,"score_gpt":0.3321293912481424,"score_spread":0.326290923671812,"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."}}