{"id":"W4247055209","doi":"10.1515/iupac.83.0200","title":"Photonic Yield Spectrum","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; Electromagnetic spectrum; Chemistry; Nanotechnology; Materials science; Catalysis; Physics; Optics; Organic chemistry; History; 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":[0.0001875796,0.000365012,0.0005200501,0.000215101,0.00007814719,0.0000489065,0.0003589589,0.00036105,0.02261133],"category_scores_gemma":[0.0005045254,0.0002889593,0.0002989296,0.0002259386,0.0000523093,0.0000842041,0.0001239537,0.0005737846,0.00002833583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004873708,"about_ca_system_score_gemma":0.0002652915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002492735,"about_ca_topic_score_gemma":0.0009713795,"domain_scores_codex":[0.9980003,0.00001159001,0.0004482183,0.0004472233,0.0007087745,0.0003839018],"domain_scores_gemma":[0.998443,0.0001398553,0.0001856707,0.000921055,0.0001368024,0.0001736193],"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":[0.00002257084,0.0000954854,7.118167e-7,0.00005289849,0.0001326008,0.00001652558,0.000002460604,0.0000120444,0.001468359,0.00002552318,0.9975973,0.0005735256],"study_design_scores_gemma":[0.0003236843,0.00002956672,0.000003601321,0.0002220656,0.0001476435,0.00001297584,0.000007174394,0.00005738945,0.003092254,0.00003827296,0.9956876,0.0003777456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008278192,0.0002670479,0.0009284788,0.0007327411,0.0006248816,0.0001368114,0.9968686,0.0001405503,0.000218183],"genre_scores_gemma":[0.0001218435,0.0006666196,0.00001625549,0.0001378223,0.001077468,0.00001779338,0.9957175,0.00004408742,0.002200634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02258299,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269425701534341,"score_gpt":0.3470649805141767,"score_spread":0.3343707234988332,"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."}}