{"id":"W4241930492","doi":"10.1515/iupac.83.0295","title":"Spectral Radiance","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; Radiance; Chemistry; Nanotechnology; Materials science; Physics; Optics; Catalysis; 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":[0.0009750884,0.002753054,0.001650782,0.005566696,0.0009124193,0.002760968,0.002764371,0.001492705,0.06436145],"category_scores_gemma":[0.005295582,0.0006365979,0.001993287,0.008100804,0.0004409266,0.002729243,0.002347428,0.002122685,0.157692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346155,"about_ca_system_score_gemma":0.001679028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01600788,"about_ca_topic_score_gemma":0.02756012,"domain_scores_codex":[0.9983096,0.0002301392,0.0003017196,0.0005538959,0.0004230994,0.0001816061],"domain_scores_gemma":[0.9980674,0.0003861284,0.0002249239,0.0005484119,0.0006479709,0.0001251539],"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":[0.0001601884,0.00004234983,0.001990036,0.001608567,0.00006440406,0.00004363274,0.00005216371,0.000438276,0.0004271234,0.0009723105,0.9829416,0.01125947],"study_design_scores_gemma":[0.00008852222,0.00002057935,0.004719767,0.0003355894,0.00002856564,0.00009401606,0.0001000283,0.0002819951,0.0004880446,0.001189085,0.9926167,0.00003709671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000229871,0.0001562279,0.0001515711,0.00004137815,0.00003075348,0.00001677859,0.9974614,0.0006519685,0.001259931],"genre_scores_gemma":[0.0003950255,0.0001178282,0.0004490658,0.00004029609,0.000008463145,0.00007374408,0.9979127,0.0001040389,0.0008987485],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06436145,"threshold_uncertainty_score":0.2153105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057623763424197,"score_gpt":0.3552342462425788,"score_spread":0.3446580086083368,"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."}}