{"id":"W7133096318","doi":"","title":"Microwave-Driven Natural Gas Pyrolysis in a Fluidized Bed Reactor for Hydrogen and Production of Solid Carbon","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Microwave-Assisted Synthesis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Natural gas; Pyrolysis; Hydrogen; Methane; Fuel gas; Carbon fibers; Hydrogen production; Raw material; Fluidized bed","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00008118605,0.0001547468,0.0001307729,0.00008987153,0.0001327511,0.0001694486,0.0001446911,0.0001488007,0.0008732495],"category_scores_gemma":[0.00005819812,0.000109765,0.0001778138,0.00009543648,0.0001145894,0.0001763475,0.00009194162,0.0002449156,0.0002792993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196017,"about_ca_system_score_gemma":0.0001850487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004431247,"about_ca_topic_score_gemma":0.0006813022,"domain_scores_codex":[0.9999583,0.000004776505,0.00000129579,0.00001199467,0.00001785964,0.000005759923],"domain_scores_gemma":[0.9999908,0.000002973852,0.000001808329,8.834039e-7,0.000001937748,0.000001619235],"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":[0.00005416714,0.00003680115,0.0001151411,0.000101081,0.000003825341,0.00004870352,0.00004183776,0.0007316094,0.9911538,0.0004982918,0.00009920255,0.007115711],"study_design_scores_gemma":[0.00001213156,0.0001754482,0.0009797058,0.000007135026,0.000007246025,0.00006310245,0.0000297238,0.004630476,0.9894727,0.0001106393,0.004505008,0.000006717352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786566,0.001933108,0.01366509,0.0001073825,0.00004905666,0.00004380572,0.00008902792,0.00009869775,0.005357264],"genre_scores_gemma":[0.9708526,0.001588109,0.01788261,0.0000212522,0.00001242444,0.00003305333,0.0001230875,0.00001639359,0.009470525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008732495,"threshold_uncertainty_score":0.002921283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401545887399019,"score_gpt":0.3002362434052601,"score_spread":0.2862207845312699,"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."}}