{"id":"W4248429206","doi":"10.1515/iupac.83.0294","title":"Spectral Quantum Yield","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; History; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066248,0.002334495,0.001877964,0.005804414,0.0008071759,0.002871447,0.002495279,0.001348407,0.05966434],"category_scores_gemma":[0.006142908,0.0005513565,0.002251244,0.00825003,0.0003395448,0.002240529,0.001630378,0.00208423,0.1068567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843086,"about_ca_system_score_gemma":0.00150032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432175,"about_ca_topic_score_gemma":0.01870726,"domain_scores_codex":[0.9981728,0.0001751426,0.0002690557,0.0006730109,0.0005397763,0.0001702485],"domain_scores_gemma":[0.9975941,0.0005725032,0.0003147497,0.0006301723,0.0007777679,0.0001107503],"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":[0.000269524,0.0000791563,0.004540564,0.002301493,0.0001514577,0.00004156298,0.00004308425,0.001155879,0.0007109848,0.001478406,0.9716172,0.01761057],"study_design_scores_gemma":[0.0001946841,0.00004327417,0.01291701,0.0004076998,0.00007558386,0.0001370571,0.00008973622,0.000900278,0.001342908,0.003023409,0.9808023,0.00006611404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003543102,0.0001778933,0.0001442472,0.00003423009,0.00002961325,0.00001455216,0.9976153,0.0004064158,0.001223447],"genre_scores_gemma":[0.0008308277,0.0001644138,0.0004552543,0.00004200145,0.00001104883,0.00008157855,0.9972364,0.00008415335,0.001094304],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05966434,"threshold_uncertainty_score":0.1995971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602729423082284,"score_gpt":0.3573351785280448,"score_spread":0.341307884297222,"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."}}