{"id":"W4235271593","doi":"10.1515/iupac.83.0194","title":"Photon Flux","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000171633,0.000325287,0.0004615877,0.0001880892,0.00006978539,0.00004151297,0.0002995686,0.0003320515,0.01859086],"category_scores_gemma":[0.0004004473,0.0002533214,0.0002510758,0.0001934143,0.00004696073,0.00008218541,0.0001055958,0.0004267177,0.00002894685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003850245,"about_ca_system_score_gemma":0.0001795772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033477,"about_ca_topic_score_gemma":0.0001988259,"domain_scores_codex":[0.9981885,0.00001436187,0.0004096185,0.0003892813,0.0006979312,0.0003002949],"domain_scores_gemma":[0.9985484,0.00008544738,0.0001638114,0.0007855605,0.0002564527,0.0001603666],"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":[0.00001942208,0.00008810336,4.176764e-7,0.00005449809,0.00009417142,0.00001109038,0.000002510031,0.000006644709,0.001613532,0.0000224027,0.9960817,0.002005492],"study_design_scores_gemma":[0.0004192617,0.00001962135,0.000002377831,0.0001786705,0.0001316569,0.000007944667,0.000006597473,0.00005510806,0.001971268,0.00002939243,0.99685,0.0003281088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007410386,0.000176798,0.0008241617,0.0002692048,0.0005287647,0.0001217208,0.997596,0.000128683,0.0002805847],"genre_scores_gemma":[0.00002940018,0.0002882347,0.00002667793,0.0001083147,0.0009683482,0.00001937662,0.9952819,0.00003932632,0.003238376],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01856191,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122849270754498,"score_gpt":0.3597349700128609,"score_spread":0.3485064773053159,"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."}}