{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009838396,0.002404088,0.001510316,0.003718036,0.0008820376,0.002709034,0.002268035,0.001338639,0.05921385],"category_scores_gemma":[0.003368154,0.0006160937,0.002003578,0.005326028,0.0003067419,0.001915788,0.001787808,0.001842067,0.1203431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269631,"about_ca_system_score_gemma":0.001792309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028938,"about_ca_topic_score_gemma":0.0179857,"domain_scores_codex":[0.9987181,0.000153961,0.0001853084,0.0004560784,0.0003434235,0.0001431628],"domain_scores_gemma":[0.9986479,0.0002496804,0.0001820516,0.0004491862,0.0003881516,0.00008313148],"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":[0.0002541773,0.00006904054,0.002349168,0.003218067,0.000101797,0.00003706091,0.00003728777,0.0005860851,0.0009233481,0.001029407,0.9763888,0.01500582],"study_design_scores_gemma":[0.0001589473,0.00003467342,0.006317509,0.0004418535,0.00005736106,0.00007832459,0.00005201247,0.0003167554,0.001147169,0.00133019,0.990027,0.0000381099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003071295,0.0002112076,0.0001284663,0.00003497877,0.00002723648,0.00002491896,0.9969726,0.0005608034,0.001732616],"genre_scores_gemma":[0.0003731295,0.0001482099,0.0003587849,0.00003604648,0.000005488415,0.00007354801,0.9978835,0.00008158697,0.001039744],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05921385,"threshold_uncertainty_score":0.1980901,"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."}}