{"id":"W4250183055","doi":"10.1515/iupac.83.0199","title":"Photonic 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":[0.0007579135,0.002068874,0.001357441,0.004302974,0.0008900283,0.003157422,0.002184503,0.001389191,0.09551425],"category_scores_gemma":[0.0054392,0.0004725874,0.001736914,0.00645634,0.0003004124,0.002331526,0.002141203,0.001632575,0.1623048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609151,"about_ca_system_score_gemma":0.001822432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165537,"about_ca_topic_score_gemma":0.02565498,"domain_scores_codex":[0.9984719,0.0001715672,0.000209099,0.000534169,0.000414706,0.0001985338],"domain_scores_gemma":[0.9979883,0.0004182788,0.000250004,0.0005267855,0.0006845907,0.0001320388],"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":[0.0001583372,0.00003621098,0.002705571,0.001387445,0.00006338834,0.0000401076,0.00003157023,0.0004505453,0.0002735809,0.001290712,0.9800699,0.01349267],"study_design_scores_gemma":[0.00009537395,0.00002008865,0.006243394,0.0003533438,0.00003480238,0.00008533251,0.00007735294,0.000333928,0.000430463,0.00150421,0.9907946,0.0000270668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002469743,0.0001537068,0.00009561946,0.00005527553,0.00003092986,0.00001472451,0.9966216,0.0003405347,0.002440683],"genre_scores_gemma":[0.0005443194,0.0001328747,0.0002835964,0.00006161312,0.00001116272,0.00006154553,0.997041,0.00006220333,0.001801656],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09551425,"threshold_uncertainty_score":0.319527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441944308990446,"score_gpt":0.3588421989768446,"score_spread":0.3444227558869402,"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."}}