{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001424746,0.0003017329,0.0004325168,0.0001580515,0.0000637406,0.00004044752,0.0003029635,0.0002641957,0.009913322],"category_scores_gemma":[0.0003319104,0.0002424638,0.0002353964,0.0001925725,0.00005584762,0.00008922473,0.00006281524,0.0004378793,0.00002096432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536893,"about_ca_system_score_gemma":0.0002143174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001037365,"about_ca_topic_score_gemma":0.0003619985,"domain_scores_codex":[0.998329,0.00001266304,0.0003662354,0.0003767141,0.0005833177,0.0003320142],"domain_scores_gemma":[0.9987347,0.00007244488,0.0001469563,0.0007075582,0.0001641343,0.0001742595],"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":[0.00001671113,0.00006507157,9.304663e-7,0.00004147,0.00008900488,0.00001674124,0.000002321864,0.00002036178,0.0006950307,0.00003669364,0.9975383,0.001477388],"study_design_scores_gemma":[0.0003925005,0.00001742869,0.000009771614,0.0001359246,0.00009265917,0.00001120053,0.000004252191,0.00006129111,0.0007297385,0.00002846301,0.9981937,0.0003230593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000605313,0.0003307947,0.001216704,0.0005134147,0.0005534089,0.0001010957,0.9969739,0.0001089176,0.0001412767],"genre_scores_gemma":[0.00003190236,0.0005531097,0.0000478927,0.0001036951,0.001559928,0.00001169181,0.9956837,0.00003420087,0.00197387],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009892358,"threshold_uncertainty_score":0.9909918,"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."}}