{"id":"W4402189305","doi":"10.1039/d4cy00976b","title":"Propane oxidative dehydrogenation catalyzed by molten metal alloys","year":2024,"lang":"en","type":"article","venue":"Catalysis Science & Technology","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Dehydrogenation; Propane; Catalysis; Oxidative phosphorylation; Chemistry; Metal; Inorganic chemistry; Materials science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004253247,0.0002180442,0.0002888329,0.001706405,0.0002554325,0.0001322223,0.0007324959,0.0001709863,0.0001922283],"category_scores_gemma":[0.000385413,0.0001927217,0.0001492556,0.007557113,0.000795597,0.0007738525,0.0002230884,0.00032896,0.0005316636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003588902,"about_ca_system_score_gemma":0.0001482084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006575323,"about_ca_topic_score_gemma":0.00001574516,"domain_scores_codex":[0.9978753,0.000009004839,0.00036832,0.0008064092,0.0004836204,0.0004573773],"domain_scores_gemma":[0.9989257,0.00005068816,0.00008150734,0.0006290051,0.000188375,0.0001246499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001333023,0.00004457881,0.00002515976,0.00001097874,0.00008293573,0.000007528342,0.0001020828,0.0002956424,0.9867635,0.006497197,0.0003019492,0.005867081],"study_design_scores_gemma":[0.00008676284,0.00001231963,0.000007458244,0.00001349475,0.0001436859,0.00004078607,0.0002073446,0.04287212,0.9408787,0.0003340737,0.01517635,0.0002268492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465511,0.002143971,0.04109123,0.003426365,0.0003740767,0.000374189,0.00008825333,0.002229818,0.003720926],"genre_scores_gemma":[0.9975737,0.00003396267,0.0004848881,0.00002416174,0.00003649964,0.0001238357,0.0003431962,0.00002504763,0.001354758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05102248,"threshold_uncertainty_score":0.7858965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00788153882989957,"score_gpt":0.2489274543486044,"score_spread":0.2410459155187048,"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."}}