{"id":"W4235366573","doi":"10.1515/iupac.83.0313","title":"UV Dose","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; Chemistry; Nanotechnology; Catalysis; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001805805,0.0003181731,0.000452032,0.0001880854,0.0000694355,0.00004345917,0.0003086108,0.0003230415,0.01090069],"category_scores_gemma":[0.0004574937,0.0002439976,0.0002463048,0.0001969002,0.00004979924,0.0000863356,0.0001170029,0.0004304542,0.00002428884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003666426,"about_ca_system_score_gemma":0.0002107505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113342,"about_ca_topic_score_gemma":0.0002504421,"domain_scores_codex":[0.998208,0.00001494674,0.0004115323,0.0003793593,0.0006873588,0.0002987623],"domain_scores_gemma":[0.9985006,0.00009403342,0.0001633531,0.0008144925,0.0002579704,0.0001695849],"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":[0.00002159717,0.00009584851,8.194787e-7,0.00005118343,0.0001091102,0.00001360579,0.000002590208,0.00001131892,0.0005003638,0.0000229905,0.9964867,0.002683913],"study_design_scores_gemma":[0.0004896658,0.00001855983,0.000008606225,0.0001442979,0.0001323054,0.000008106584,0.000006593642,0.0000422093,0.000371446,0.00002168801,0.998431,0.0003255559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005157705,0.0002208737,0.000901935,0.000415367,0.0005219312,0.0001081583,0.9975146,0.000125824,0.0001397019],"genre_scores_gemma":[0.00002939738,0.0004157908,0.00003045243,0.0001136823,0.001142544,0.00001588141,0.9961309,0.00003755261,0.002083769],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0108764,"threshold_uncertainty_score":0.9949935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227820611264855,"score_gpt":0.3686972364156548,"score_spread":0.3564190303030063,"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."}}