{"id":"W4231898014","doi":"10.1515/iupac.83.0268","title":"ROS","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; Philosophy; History; Archaeology","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":[0.00114399,0.002078036,0.001475408,0.003632318,0.0008855593,0.003241892,0.002570288,0.001588249,0.1707131],"category_scores_gemma":[0.007121244,0.0005722983,0.001682449,0.00559373,0.0003030315,0.002698184,0.002565166,0.001623127,0.2512011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224727,"about_ca_system_score_gemma":0.002165332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010769,"about_ca_topic_score_gemma":0.01944573,"domain_scores_codex":[0.9981253,0.0002952429,0.0002858952,0.0006738206,0.0003845153,0.000235241],"domain_scores_gemma":[0.9976311,0.0005537573,0.0003026467,0.0006880666,0.0006240452,0.0002003657],"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":[0.0001605539,0.00002310046,0.001470873,0.001520903,0.00005115471,0.00003289995,0.00003221829,0.0002317287,0.0001953194,0.001217161,0.9861816,0.008882488],"study_design_scores_gemma":[0.0001009321,0.00001549846,0.002265982,0.0004049113,0.0000277783,0.00005035895,0.00005626305,0.0001547527,0.0001976312,0.001295252,0.9954105,0.0000202078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001126014,0.0001348269,0.0001128184,0.00006940962,0.00003547613,0.00002182018,0.9969093,0.0005547383,0.00204906],"genre_scores_gemma":[0.0003076405,0.0001254861,0.0003393251,0.0001057941,0.00001211233,0.00008962776,0.9973322,0.0001225166,0.001565277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1707131,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125292827912582,"score_gpt":0.3697972643394282,"score_spread":0.3585443360603023,"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."}}