{"id":"W4243640305","doi":"10.1515/iupac.83.0238","title":"Radiation Catalyst","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; History; Philosophy; Archaeology","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":[0.0002037187,0.0003065855,0.0004322531,0.0002398215,0.00008161128,0.00004413646,0.0002719636,0.0003227317,0.005336012],"category_scores_gemma":[0.0005257023,0.0002474928,0.0002257862,0.0002385829,0.00004148736,0.0001227567,0.00007820239,0.0003593381,0.00002234942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005588768,"about_ca_system_score_gemma":0.000221657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002494713,"about_ca_topic_score_gemma":0.0003370633,"domain_scores_codex":[0.9981793,0.00001774861,0.0004482158,0.0003841784,0.0006969834,0.0002736043],"domain_scores_gemma":[0.9985297,0.00009180112,0.0002222758,0.0007545564,0.0002491331,0.0001525547],"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":[0.00001458289,0.00007328961,0.000001362279,0.00004878688,0.000116485,0.000006776441,0.000003825046,0.00002274374,0.0006274523,0.00001623375,0.9934371,0.005631336],"study_design_scores_gemma":[0.0004355803,0.00001543603,0.0000113219,0.00009830723,0.0001687573,0.000007058827,0.00000682493,0.00008079258,0.0008317038,0.00001226946,0.9980133,0.0003186915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005390526,0.0003303552,0.001526413,0.0003746772,0.0005556663,0.000125727,0.9968399,0.0001180571,0.00007530231],"genre_scores_gemma":[0.00007067764,0.0005427027,0.00001488128,0.00008245156,0.001259502,0.00001962865,0.996811,0.0000359705,0.001163186],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.005313662,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009359695860578447,"score_gpt":0.3542714265803881,"score_spread":0.3449117307198097,"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."}}