{"id":"W4415896479","doi":"10.1002/cjce.70161","title":"A study of Ni‐Co/ <scp> CeO <sub>2</sub> </scp> catalyst derived from metal–organic framework for dry reforming of methane","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Carbon dioxide reforming; Cobalt; Methane; Coke; Crystallite; Nickel; Dispersion (optics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001194498,0.0002503576,0.0003893206,0.0002148636,0.0001988749,0.0002842151,0.0002799591,0.0003510595,0.0005457537],"category_scores_gemma":[0.000213814,0.0001732707,0.0002065077,0.0001616814,0.0001963863,0.000235243,0.0001556871,0.000300125,0.0001771783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964728,"about_ca_system_score_gemma":0.0001675399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429274,"about_ca_topic_score_gemma":0.002931077,"domain_scores_codex":[0.9998878,0.00001051886,0.000005582805,0.00001969258,0.00004882506,0.00002743829],"domain_scores_gemma":[0.9999481,0.00001135589,0.00001207191,0.000004775204,0.00001246844,0.00001113519],"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":[0.00008670962,0.00002143278,0.0001865633,0.00009638993,0.000008496041,0.00009934085,0.0000167641,0.0001686548,0.9978934,0.00005067306,0.00002955407,0.001342045],"study_design_scores_gemma":[0.00001107049,0.0001497951,0.002016632,0.00000453731,0.00001138178,0.00009211628,0.00002436796,0.001368572,0.9955702,0.000008217408,0.0007386421,0.000004512815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975227,0.0007996662,0.0006219568,0.00003875954,0.000008959689,0.00001533532,0.00006840158,0.00002470572,0.0008995584],"genre_scores_gemma":[0.9985317,0.0002832389,0.0006519948,0.000009528649,0.000002284681,0.000006220738,0.00006601559,0.000008845346,0.00044019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001429274,"threshold_uncertainty_score":0.00284189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118287391348706,"score_gpt":0.2308672217656632,"score_spread":0.2196843478521762,"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."}}