{"id":"W2242977888","doi":"10.1002/cjce.22432","title":"Chemical looping syngas from CO<sub>2</sub> and H<sub>2</sub>O over manganese oxide minerals","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Syngas; Chemical looping combustion; Carbon monoxide; Manganese; Hydrogen; Oxide; Carbon dioxide; Chemistry; Hydrogen production; Oxygen; Inorganic chemistry; Water-gas shift reaction; Combustion; Diffusion; Catalysis; Materials science; Physical chemistry; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002182087,0.0004215265,0.0005416758,0.0001428302,0.00006142785,0.0001024332,0.0004921009,0.0002981249,0.00002189648],"category_scores_gemma":[0.0005820913,0.0003027673,0.0001870946,0.0002242436,0.0001534177,0.0002294617,0.00004540868,0.0007166488,0.00001657262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005513077,"about_ca_system_score_gemma":0.000125476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599568,"about_ca_topic_score_gemma":0.00004760676,"domain_scores_codex":[0.9980471,0.00001585799,0.0006265008,0.0002667352,0.0003174767,0.000726312],"domain_scores_gemma":[0.99796,0.000552112,0.0001135012,0.0002954623,0.0001017978,0.0009771464],"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":[0.00001685237,0.00000677548,0.00004007359,0.00009544507,0.0001302835,0.00006067513,0.00008672864,0.0003914671,0.996269,0.00004002529,0.00113171,0.0017309],"study_design_scores_gemma":[0.000622068,0.000008809458,0.00004275323,0.0006887633,0.00006479504,0.0001910502,0.000005208745,0.001108288,0.9958935,0.0005281875,0.0004094893,0.0004370751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965439,0.001908178,0.0004401755,0.0005943102,0.0002041393,0.00008524219,0.00004366888,0.0001087642,0.00007164881],"genre_scores_gemma":[0.9988372,0.00009648946,0.0001766087,0.0001249168,0.0006410212,0.00000689089,0.000008295395,0.0001036813,0.000004842311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293381,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006089189389517203,"score_gpt":0.176948741469271,"score_spread":0.1708595520797538,"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."}}