{"id":"W4253313132","doi":"10.1515/iupac.83.0231","title":"Radiant Intensity","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; Chemical nomenclature; Photocatalysis; 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":[0.0007180294,0.001703261,0.001443599,0.004253939,0.0006031365,0.002444183,0.001904531,0.001133871,0.06899289],"category_scores_gemma":[0.005624062,0.0004295101,0.001630245,0.007422894,0.0002815865,0.00193834,0.001404969,0.001677821,0.1056456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287863,"about_ca_system_score_gemma":0.001345012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01647719,"about_ca_topic_score_gemma":0.02126929,"domain_scores_codex":[0.998612,0.000165914,0.0002558815,0.0004747071,0.000360329,0.0001311882],"domain_scores_gemma":[0.9980742,0.0004526464,0.0002941806,0.0003992246,0.0006653652,0.0001143923],"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":[0.0001900851,0.0000448436,0.004491624,0.001852763,0.00008621511,0.0000444973,0.00004776459,0.0005849188,0.0003093318,0.001249925,0.977348,0.0137501],"study_design_scores_gemma":[0.0001154414,0.00002215603,0.01022214,0.0004319918,0.00004193591,0.0001078123,0.0000942274,0.000279107,0.0003724824,0.001127475,0.9871483,0.00003674343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003117659,0.0001845018,0.00009811618,0.00004753987,0.00003293662,0.00001638243,0.9973614,0.0002535908,0.00169381],"genre_scores_gemma":[0.0008533755,0.0001935033,0.0003845377,0.00006582556,0.00001648627,0.0001007259,0.9966208,0.00007618826,0.001688516],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06899289,"threshold_uncertainty_score":0.2308042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212254533063722,"score_gpt":0.3546384060456355,"score_spread":0.3425158607149982,"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."}}