{"id":"W4223945796","doi":"10.5539/ijc.v14n1p23","title":"Catalysis Mechanism and Application of Carbon Gasification Reaction-A Comparison of Two Heterogeneous Catalysis Mechanisms","year":2022,"lang":"en","type":"article","venue":"International Journal of Chemistry","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Chemistry; Mechanism (biology); Catalytic cycle; Heterogeneous catalysis; Reaction mechanism; Chemical engineering; Computational chemistry; Organic chemistry; Physics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000727626,0.0006226461,0.0006938907,0.001830161,0.0005622001,0.001740332,0.001193979,0.001406326,0.002023296],"category_scores_gemma":[0.000515733,0.000269756,0.001163504,0.001002319,0.0007910365,0.002466419,0.0008550492,0.001023015,0.0005394436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610465,"about_ca_system_score_gemma":0.0007595483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122077,"about_ca_topic_score_gemma":0.0005315745,"domain_scores_codex":[0.9989685,0.0001241007,0.00005138282,0.0002437353,0.0004954332,0.0001169711],"domain_scores_gemma":[0.9997761,0.0000895415,0.00002490082,0.00002663404,0.00006534337,0.00001749608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004900941,0.0004083475,0.005218834,0.01014236,0.0002006235,0.002624393,0.000743265,0.008940882,0.223633,0.3041021,0.00379397,0.4397022],"study_design_scores_gemma":[0.00008904501,0.001243871,0.007887729,0.0006926059,0.0003261903,0.006222039,0.001155512,0.02855319,0.556441,0.08998715,0.307185,0.0002167145],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1015306,0.6934237,0.0793196,0.002889817,0.001531887,0.0002233812,0.0001756904,0.0002617265,0.1206437],"genre_scores_gemma":[0.7457575,0.2102717,0.02404049,0.0007509697,0.0005460903,0.0001543534,0.0002551162,0.00009040908,0.01813339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002023296,"threshold_uncertainty_score":0.01168483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027430209065749,"score_gpt":0.281176631934726,"score_spread":0.2709023298440685,"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."}}