{"id":"W4246310844","doi":"10.1515/iupac.83.0237","title":"Radiation Catalysis","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":"Photocatalysis; Glossary; Chemical nomenclature; Compendium; Terminology; Chemistry; Catalysis; 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":[0.0002188625,0.0003211067,0.0004886364,0.0003017128,0.00008676563,0.00004711184,0.0002862088,0.0003322343,0.007551601],"category_scores_gemma":[0.0005845707,0.0002595744,0.0002957857,0.0003223167,0.0000417835,0.0001287536,0.0000820967,0.0003512366,0.00002179067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005846841,"about_ca_system_score_gemma":0.0002004764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002738469,"about_ca_topic_score_gemma":0.0003489072,"domain_scores_codex":[0.998047,0.00002044153,0.0004766789,0.0004149416,0.000760072,0.0002808643],"domain_scores_gemma":[0.9983953,0.0001024279,0.0002425803,0.0008275008,0.0002756755,0.0001564694],"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":[0.00001399532,0.00008950959,0.000001639082,0.00004279172,0.0001885081,0.000006001475,0.000004303054,0.00003742419,0.0005175948,0.00001097949,0.9902496,0.008837618],"study_design_scores_gemma":[0.000400411,0.00001552071,0.00001023672,0.00007886027,0.0002997911,0.000004983703,0.000007614743,0.000123498,0.0008300024,0.00001295972,0.9978838,0.0003323096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006632438,0.0003397451,0.002064957,0.0004022144,0.0004325235,0.0001132033,0.9964039,0.0001173384,0.00005977246],"genre_scores_gemma":[0.00006658844,0.000712563,0.00001926801,0.00008259575,0.001105444,0.00002191367,0.9967232,0.00003615675,0.001232235],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008505309,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008902560219640079,"score_gpt":0.3564570977109068,"score_spread":0.3475545374912667,"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."}}