{"id":"W4240528316","doi":"10.1515/iupac.83.0155","title":"Photoassisted Catalysis","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Catalysis; Chemistry; Nanotechnology; 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":[0.001101951,0.002258656,0.001419257,0.004720291,0.0009286892,0.003085318,0.002466711,0.001396034,0.06229334],"category_scores_gemma":[0.005591922,0.0005858428,0.002227248,0.008410662,0.0003212031,0.001745657,0.00184469,0.001814181,0.09864111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505314,"about_ca_system_score_gemma":0.002674214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162344,"about_ca_topic_score_gemma":0.02138101,"domain_scores_codex":[0.9982741,0.0002690555,0.0002568545,0.0004937219,0.0005148522,0.0001915534],"domain_scores_gemma":[0.9980543,0.0005469743,0.0002280254,0.0005979541,0.0004606157,0.0001122385],"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":[0.0001659577,0.00004539836,0.001594424,0.004380997,0.0001021586,0.00003385425,0.00003535088,0.0007012247,0.0005555875,0.001570287,0.9768367,0.01397798],"study_design_scores_gemma":[0.0001467864,0.00002119351,0.003598088,0.0006158362,0.00005730079,0.00007538981,0.0000463644,0.000372577,0.0008491806,0.001702522,0.9924872,0.00002762969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002052576,0.000319862,0.0001219133,0.0000372346,0.00002024889,0.00002346841,0.9970868,0.0003366075,0.001848488],"genre_scores_gemma":[0.0004176779,0.000272755,0.000415111,0.00004123593,0.000005197161,0.0001007226,0.9977551,0.00005980706,0.0009323165],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06229334,"threshold_uncertainty_score":0.208392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326412548626883,"score_gpt":0.3853349598958811,"score_spread":0.3720708344096123,"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."}}