{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006730575,0.00172288,0.001246979,0.004077604,0.0006888178,0.002555611,0.001876209,0.001161291,0.066649],"category_scores_gemma":[0.004441349,0.0004301721,0.001389254,0.006597281,0.0002738078,0.002024832,0.001701479,0.001553937,0.1155672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443705,"about_ca_system_score_gemma":0.001463804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589226,"about_ca_topic_score_gemma":0.02151511,"domain_scores_codex":[0.9989501,0.0001063764,0.0001397552,0.0003318341,0.000339131,0.0001328038],"domain_scores_gemma":[0.9981883,0.0003529021,0.0002194217,0.0004593041,0.0006746245,0.0001055008],"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":[0.0001566349,0.00004218751,0.002497257,0.001169252,0.00005629034,0.00003806991,0.00003130604,0.0006808376,0.0003482296,0.001470515,0.9782661,0.01524334],"study_design_scores_gemma":[0.00009989553,0.00002333171,0.00816826,0.0003089758,0.00002972294,0.00009256208,0.00007637098,0.0005643145,0.0006497076,0.001908293,0.9880464,0.00003221739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003013648,0.0001410631,0.0001240756,0.00004691686,0.00002314153,0.00001315727,0.9967942,0.0003622991,0.002193816],"genre_scores_gemma":[0.0007346146,0.0001569325,0.0003403753,0.00004737838,0.00001105442,0.00006397274,0.9970133,0.00006569524,0.001566618],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.066649,"threshold_uncertainty_score":0.2229631,"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."}}