{"id":"W4244833537","doi":"10.1515/iupac.83.0102","title":"Homogeneous Radiation Catalysis","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":"Photocatalysis; Glossary; Chemical nomenclature; Compendium; Terminology; Chemistry; Catalysis; Nanotechnology; Materials science; Organic chemistry; History; 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":[0.001296953,0.002722524,0.001743426,0.00519524,0.0009653787,0.003320666,0.002995216,0.001676705,0.05739987],"category_scores_gemma":[0.00667253,0.0006809242,0.002591695,0.008264517,0.0004068191,0.002036028,0.001996317,0.002060386,0.1088595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860802,"about_ca_system_score_gemma":0.003089932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01576949,"about_ca_topic_score_gemma":0.02502434,"domain_scores_codex":[0.9978905,0.0003454026,0.0003371706,0.00063138,0.0005511944,0.000244294],"domain_scores_gemma":[0.9977794,0.0005891278,0.0002670685,0.0006681454,0.000544376,0.000151918],"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":[0.0002244087,0.00005431845,0.001665184,0.003584866,0.0001079457,0.00004765958,0.00003739295,0.0008282405,0.0005267645,0.001680047,0.9795223,0.0117208],"study_design_scores_gemma":[0.0001906279,0.00002724621,0.003331615,0.0006575944,0.0000663193,0.0000921317,0.00005326315,0.0004104687,0.0007221325,0.001489748,0.9929292,0.0000295862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002361752,0.0003797727,0.0001531943,0.00004473015,0.0000271022,0.00002570389,0.9969029,0.000409983,0.001820509],"genre_scores_gemma":[0.0003491564,0.0002123391,0.0003311259,0.00004010521,0.000006094282,0.00007548495,0.9981307,0.00005577964,0.0007991215],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05739987,"threshold_uncertainty_score":0.1920217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008385096294599345,"score_gpt":0.3455725721158277,"score_spread":0.3371874758212284,"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."}}