{"id":"W4237293433","doi":"10.1515/iupac.68.0022","title":"Catalysis","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":"University of Ottawa","funders":"","keywords":"Glossary; Terminology; Field (mathematics); Computer science; Management science; Linguistics; Philosophy; Engineering; Mathematics","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":[0.000992156,0.003770166,0.001863923,0.004580819,0.001066555,0.003593157,0.00404399,0.002199282,0.0861564],"category_scores_gemma":[0.005108512,0.0009036856,0.00234302,0.006609564,0.0004231505,0.002406873,0.002587102,0.002586719,0.1775502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917798,"about_ca_system_score_gemma":0.002513092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720553,"about_ca_topic_score_gemma":0.03473487,"domain_scores_codex":[0.9985922,0.0002121235,0.0001899737,0.0004473156,0.0003772077,0.0001811204],"domain_scores_gemma":[0.9984848,0.0002991073,0.0001727673,0.0005360318,0.0003533545,0.000153937],"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":[0.00008131897,0.0000262197,0.0007513026,0.001240206,0.00005102866,0.00002863281,0.0000185681,0.0004273376,0.00020395,0.0009078313,0.9902567,0.006006948],"study_design_scores_gemma":[0.0001439127,0.0000186427,0.002169456,0.000410961,0.00003897637,0.00009106565,0.00003738531,0.0004783263,0.0004205646,0.002145539,0.9940161,0.00002908777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001318328,0.0002997651,0.000168712,0.00006512111,0.00003802337,0.00001694918,0.996999,0.0007254182,0.001555164],"genre_scores_gemma":[0.0001977676,0.0001551053,0.0002972639,0.00005851253,0.000005637953,0.00003878996,0.9985568,0.00007821975,0.000611927],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0861564,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052758755209226,"score_gpt":0.3636884513767059,"score_spread":0.3531608638246136,"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."}}