{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072423,0.002870041,0.001763946,0.003405518,0.001077108,0.002881335,0.002895589,0.001885515,0.04251291],"category_scores_gemma":[0.00410534,0.0006622639,0.002558948,0.006358173,0.0004127462,0.001979595,0.00155168,0.002621334,0.07618456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031812,"about_ca_system_score_gemma":0.002830078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01578524,"about_ca_topic_score_gemma":0.02683815,"domain_scores_codex":[0.9981771,0.0002330481,0.0002307274,0.0006896303,0.0005033949,0.0001662357],"domain_scores_gemma":[0.9985449,0.0003712418,0.0002190001,0.0004343507,0.0003415518,0.00008897127],"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":[0.0004306704,0.0001045172,0.003675774,0.007564226,0.0001849318,0.00006025802,0.00004422395,0.001848642,0.001675303,0.002105144,0.9666784,0.01562781],"study_design_scores_gemma":[0.0002236124,0.00005769794,0.005834156,0.0005758775,0.0001280982,0.0001123781,0.00005126381,0.0009666583,0.002736223,0.00234018,0.9869201,0.00005366343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000404577,0.0005449317,0.0002023266,0.00004496608,0.00003827637,0.00003303014,0.9961551,0.0005105284,0.002066255],"genre_scores_gemma":[0.0008166408,0.0004023135,0.0006291726,0.0000505996,0.000006374061,0.0001239859,0.9968895,0.00006055303,0.001020874],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04251291,"threshold_uncertainty_score":0.1422199,"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."}}