{"id":"W2602084074","doi":"10.1016/j.cattod.2017.03.006","title":"Activation mechanism and microstructural evolution of a YSZ/Ni-alumina catalyst for dry reforming of methane","year":2017,"lang":"en","type":"article","venue":"Catalysis Today","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Catalysis; Methane; Materials science; Carbon dioxide reforming; Yttria-stabilized zirconia; Chemical engineering; Mechanism (biology); Heterogeneous catalysis; Nanotechnology; Metallurgy; Chemistry; Cubic zirconia; Syngas; Ceramic; Organic chemistry; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001279663,0.0002005635,0.0002023248,0.0003919155,0.0003460338,0.0003494372,0.0004489663,0.0003396345,0.001123153],"category_scores_gemma":[0.0002600166,0.0001982417,0.0001807764,0.0001991683,0.0003416932,0.0002684787,0.0001857469,0.0003196366,0.0002411778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042513,"about_ca_system_score_gemma":0.0002373147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022404,"about_ca_topic_score_gemma":0.002597302,"domain_scores_codex":[0.9999211,0.000005383985,0.00000592423,0.00001353299,0.00003325213,0.00002075348],"domain_scores_gemma":[0.9999501,0.00001281548,0.00001246205,0.000006367349,0.00001098664,0.000007332521],"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":[0.0004834264,0.00003759559,0.001581446,0.00007285392,0.00001451316,0.0001338432,0.0001019441,0.001047372,0.9936154,0.0006115735,0.0001142109,0.002185833],"study_design_scores_gemma":[0.0000183434,0.0001343193,0.007800766,0.000003826882,0.00001499159,0.00008106026,0.0001225936,0.005766394,0.9849228,0.0001230683,0.001002982,0.000008862831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982203,0.0001748306,0.0004241422,0.00004490059,0.000006376431,0.000007613735,0.0001011683,0.00003224826,0.0009883327],"genre_scores_gemma":[0.9994346,0.00005461439,0.0001591941,0.000004523994,0.000001753699,0.000003976918,0.00006607074,0.000006360305,0.0002688052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002022404,"threshold_uncertainty_score":0.004021227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239692681734231,"score_gpt":0.2573723190373923,"score_spread":0.24497539222005,"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."}}