{"id":"W4243495724","doi":"10.1515/iupac.83.0043","title":"Catalysed Photochemical Reaction","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Radical Photochemical Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Photocatalysis; Glossary; Chemical nomenclature; Compendium; Terminology; Chemistry; Catalysis; Nanotechnology; Photochemistry; Materials science; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002301953,0.0007226646,0.0008756873,0.000157453,0.0001324133,0.00006541695,0.0008130187,0.001391594,0.01810614],"category_scores_gemma":[0.003054972,0.0005901075,0.0004587807,0.0002299175,0.0003601398,0.0001347697,0.0002197287,0.001709664,0.00002329073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205359,"about_ca_system_score_gemma":0.0009567502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004422191,"about_ca_topic_score_gemma":0.0001375217,"domain_scores_codex":[0.9956488,0.00002630017,0.0008309192,0.001029878,0.00174139,0.0007226817],"domain_scores_gemma":[0.9963655,0.0003653693,0.0004596913,0.001752288,0.0004781114,0.0005790191],"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":[0.0001952267,0.0003419275,7.1365e-7,0.000182834,0.0001433637,0.00004673575,0.000002266414,4.808502e-8,0.2149981,0.000001309567,0.7832392,0.0008483062],"study_design_scores_gemma":[0.000999524,0.00002716233,8.177222e-7,0.0005119377,0.0002409077,0.00005725694,0.000009772263,0.000003179206,0.07720074,0.0002362341,0.9200641,0.0006483613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001059761,0.0001679233,0.00001605488,0.0004027984,0.000380019,0.0002275438,0.9962663,0.0002654817,0.001214094],"genre_scores_gemma":[0.0001569574,0.0003618312,0.00002630756,0.000174321,0.001985651,0.0001329473,0.9957997,0.00009413429,0.001268175],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1377974,"threshold_uncertainty_score":0.9999048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346588227300498,"score_gpt":0.3889595275042675,"score_spread":0.3754936452312626,"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."}}