{"id":"W4237048216","doi":"10.1515/iupac.83.0296","title":"Spectral Radiant Power","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; Materials science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001701408,0.000342909,0.000479715,0.0002101741,0.00006678767,0.00004878869,0.0003045111,0.0003054106,0.01961518],"category_scores_gemma":[0.000332356,0.00026519,0.0002944936,0.0001903484,0.00005720624,0.00008921439,0.00007820241,0.0004805558,0.00002611549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879256,"about_ca_system_score_gemma":0.0002419021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001296577,"about_ca_topic_score_gemma":0.000345051,"domain_scores_codex":[0.9981244,0.00001474318,0.0004187434,0.0004018563,0.0006665429,0.0003737289],"domain_scores_gemma":[0.9986116,0.00007412741,0.0001517343,0.0007675158,0.0001815743,0.0002134469],"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":[0.0000220563,0.00009518806,0.000001026782,0.00002689491,0.0001298889,0.0000299645,0.000004325645,0.00001189639,0.0007614986,0.00004861212,0.9983021,0.0005665553],"study_design_scores_gemma":[0.0004519398,0.00002912038,0.00001603158,0.000119696,0.0001081933,0.00001708983,0.000009082013,0.00003058899,0.0005145622,0.00002346051,0.9983149,0.0003653651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001214329,0.0002627116,0.0006958342,0.0005685486,0.0006693565,0.0001155864,0.9972482,0.0001115686,0.0002067246],"genre_scores_gemma":[0.00009302004,0.0003135877,0.00003498771,0.0001166279,0.0009314041,0.00001009436,0.99692,0.00004142867,0.001538858],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01958907,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008773080945691809,"score_gpt":0.3453382769262143,"score_spread":0.3365651959805225,"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."}}