{"id":"W1941101336","doi":"10.1002/aic.15010","title":"PtZn‐ETS‐2: A novel catalyst for ethane dehydrogenation","year":2015,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"NOVA Chemicals","keywords":"Dehydrogenation; Platinum; Catalysis; Space velocity; Chemistry; Coke; Chemical engineering; Selectivity; Zinc; Dispersion (optics); Inorganic chemistry; 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":[0.000372379,0.00008590078,0.000123013,0.00009821616,0.0000653844,0.00005068128,0.0001094016,0.00006984382,0.00005553102],"category_scores_gemma":[0.000438272,0.00007622132,0.0001236725,0.0001607565,0.00001160086,0.0002082026,0.00001815711,0.0001943974,0.00005538818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324485,"about_ca_system_score_gemma":0.00006767226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002260864,"about_ca_topic_score_gemma":0.00001754079,"domain_scores_codex":[0.9992702,0.000006003072,0.0002468831,0.0001005211,0.000211224,0.0001651411],"domain_scores_gemma":[0.9992526,0.00006575895,0.0001137618,0.0001229287,0.0002411108,0.0002038639],"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":[0.00005044671,0.0001810078,0.0001516941,0.00001579696,0.0002193163,0.000003945418,0.0006536253,0.00887195,0.965383,0.001620395,0.01763583,0.005212995],"study_design_scores_gemma":[0.004630246,0.00009194142,0.0002955226,0.00004701849,0.0003110558,0.0008893921,0.0007166351,0.1280228,0.4730347,0.0008262213,0.390621,0.0005135036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3179194,0.0003798942,0.6747178,0.0026399,0.000802079,0.0002088159,0.00004352213,0.0001214583,0.003167084],"genre_scores_gemma":[0.9930997,0.00001151598,0.004353816,0.0001545185,0.0006844997,0.00001736516,0.00009980085,0.00002308147,0.001555726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6751803,"threshold_uncertainty_score":0.3108215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461077261256393,"score_gpt":0.286938195493954,"score_spread":0.2408304693683147,"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."}}