{"id":"W4247885669","doi":"10.1515/iupac.83.0041","title":"Catalyst Photoactivation (Photomodification)","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; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002541977,0.0003976141,0.0005000642,0.0003319285,0.0001294924,0.00006580169,0.0003753214,0.0003876539,0.006010045],"category_scores_gemma":[0.0006170766,0.0003290746,0.0002519089,0.0003773715,0.00006503132,0.0002067247,0.00008426164,0.0004603703,0.00002635871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000786642,"about_ca_system_score_gemma":0.0002998706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004570388,"about_ca_topic_score_gemma":0.0003961005,"domain_scores_codex":[0.9975992,0.00002523473,0.0006071691,0.0005482264,0.0008994694,0.0003206847],"domain_scores_gemma":[0.9977142,0.0001333309,0.0003653357,0.001089308,0.0005277841,0.0001701056],"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":[0.00003020106,0.0001591481,0.00000135937,0.00006680798,0.0001437102,0.000004393293,0.000006567177,0.00002025802,0.007172426,0.000041303,0.9908115,0.001542386],"study_design_scores_gemma":[0.0004727862,0.00001639169,0.00001979253,0.0001410019,0.0001691044,0.000008781265,0.00001341184,0.0001476878,0.005715275,0.00002169436,0.9928618,0.0004122727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002548099,0.00007836313,0.003663842,0.0004010583,0.0004413787,0.0002564314,0.9946224,0.0001663464,0.0001153524],"genre_scores_gemma":[0.0003283448,0.0002447581,0.00003210049,0.0001070615,0.0007885201,0.00007317738,0.9968762,0.00004932962,0.00150048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.005983687,"threshold_uncertainty_score":0.9999161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403586643110587,"score_gpt":0.3568277674614042,"score_spread":0.3427919010302983,"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."}}