{"id":"W4231054465","doi":"10.1515/iupac.83.0201","title":"Photooxidation","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Pigment Synthesis and Properties","field":"Chemistry","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":[0.0002516357,0.0003630517,0.0004353335,0.00007894715,0.0001011277,0.0000690067,0.0004078265,0.0003903173,0.06448306],"category_scores_gemma":[0.0003418666,0.000243854,0.0001502425,0.000046433,0.00008432307,0.0000910393,0.0001121277,0.000281578,0.00001078954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032184,"about_ca_system_score_gemma":0.0003357337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007395671,"about_ca_topic_score_gemma":0.0001143942,"domain_scores_codex":[0.9980459,0.00002608872,0.0003822241,0.0004082083,0.0008212202,0.0003163762],"domain_scores_gemma":[0.9986104,0.00007424859,0.0002482724,0.0007826094,0.0001820909,0.0001024236],"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":[0.0001144184,0.0001026208,0.000003812815,0.0002724332,0.00008378691,0.00001305455,0.000004634094,9.704774e-8,0.002291592,0.000001552637,0.9862692,0.01084279],"study_design_scores_gemma":[0.0003835303,0.00002435146,0.000001668574,0.0007046621,0.00008283848,0.000004509609,0.00001337083,0.000001615594,0.01113374,0.00005535393,0.9872274,0.000367008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002683958,0.0008863974,0.00001408998,0.0003121942,0.0002620017,0.00006243124,0.9971623,0.00008069824,0.0009514454],"genre_scores_gemma":[0.0000459299,0.00181438,0.00001337692,0.0001200205,0.001053078,0.00002225865,0.9934638,0.00003652739,0.003430678],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06447227,"threshold_uncertainty_score":0.9944079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805012827156247,"score_gpt":0.3633365296215477,"score_spread":0.3452864013499852,"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."}}