{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104977,0.002046533,0.001588458,0.004442547,0.0009102017,0.002928725,0.002752893,0.001608998,0.07216749],"category_scores_gemma":[0.005670871,0.0005994199,0.001945127,0.006774761,0.0003159495,0.002007138,0.001736419,0.001962192,0.135923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544262,"about_ca_system_score_gemma":0.002402556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308787,"about_ca_topic_score_gemma":0.02367187,"domain_scores_codex":[0.9983097,0.0002414102,0.0002776027,0.0005444735,0.0004481298,0.000178599],"domain_scores_gemma":[0.9980641,0.0004605298,0.0002496294,0.0005552904,0.0005430715,0.0001274994],"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":[0.000246079,0.00006129457,0.002180794,0.003369702,0.00009341548,0.00004888107,0.00003591493,0.0006446898,0.0005035499,0.001370353,0.9750094,0.01643588],"study_design_scores_gemma":[0.000134877,0.00002511882,0.003493571,0.000501701,0.00005201708,0.00008104803,0.00005022128,0.0002420792,0.000551724,0.001020018,0.9938231,0.00002463556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002529785,0.000295279,0.000127484,0.00005119609,0.00002939975,0.00002784439,0.9965654,0.0003738269,0.002276559],"genre_scores_gemma":[0.0003846801,0.0002003135,0.000369101,0.00006005245,0.000006781113,0.00008195172,0.9975624,0.00006258417,0.001272068],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07216749,"threshold_uncertainty_score":0.2414243,"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."}}