{"id":"W4249307922","doi":"10.1515/iupac.83.0234","title":"Radiation","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; History; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001622322,0.0002391624,0.0003337816,0.000180765,0.00005940817,0.00003310458,0.0002022248,0.0002725044,0.007459815],"category_scores_gemma":[0.0004595872,0.0001904074,0.0001777638,0.0001716602,0.00002931333,0.0000908656,0.00005639558,0.0002994385,0.00001557582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172068,"about_ca_system_score_gemma":0.0001668811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009885793,"about_ca_topic_score_gemma":0.0001359487,"domain_scores_codex":[0.9985454,0.00001449863,0.0003481539,0.0002960761,0.0005774756,0.0002183856],"domain_scores_gemma":[0.9988751,0.00007889704,0.0001656944,0.0005641075,0.0001995678,0.0001166164],"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":[0.00001199341,0.0000570576,9.046033e-7,0.0000337782,0.00007676638,0.000004221881,0.000002258789,0.00001884657,0.0004278972,0.00002060103,0.9919257,0.007419963],"study_design_scores_gemma":[0.000373862,0.00001441141,0.000009777629,0.00008241408,0.0001053383,0.000004168824,0.000004062362,0.00008455156,0.0004711915,0.00001792008,0.9985836,0.0002487256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000352253,0.0002516381,0.00189241,0.0003815473,0.0005082269,0.00009783761,0.9966573,0.0001013776,0.00007450935],"genre_scores_gemma":[0.00002873795,0.0005779292,0.00001656229,0.00008898132,0.001175576,0.00001372037,0.9969756,0.00002730437,0.001095559],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007444239,"threshold_uncertainty_score":0.9934475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009575907649712653,"score_gpt":0.3631449402749894,"score_spread":0.3535690326252767,"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."}}