{"id":"W4381547511","doi":"10.1016/j.cartre.2023.100277","title":"Characterization of carbon products from microwave-driven methane pyrolysis","year":2023,"lang":"en","type":"article","venue":"Carbon Trends","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Methane; Pyrolysis; Carbon fibers; Materials science; Thermogravimetric analysis; Chemical engineering; Raw material; Pyrolytic carbon; Chemistry; Organic chemistry; Composite material","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":[0.0002097707,0.0003953484,0.0001816461,0.001387813,0.000384637,0.0002442125,0.0002430163,0.0004470322,0.002057118],"category_scores_gemma":[0.0003965546,0.0001449688,0.0002574413,0.001049416,0.00026334,0.0002865682,0.0001507626,0.0003716149,0.0003122095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773395,"about_ca_system_score_gemma":0.0001576003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285921,"about_ca_topic_score_gemma":0.002311317,"domain_scores_codex":[0.9998029,0.00001093315,0.00001068505,0.00003454778,0.0001108962,0.00003008538],"domain_scores_gemma":[0.9998043,0.00005869143,0.00003348398,0.00001549653,0.0000696776,0.0000183209],"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":[0.0000711645,0.0000137785,0.0006832144,0.00008968719,0.000006534955,0.000137797,0.00004484058,0.0002508971,0.9961762,0.0001006795,0.00004929614,0.002375851],"study_design_scores_gemma":[0.000005808225,0.0001024389,0.01351226,0.00001643149,0.00001276732,0.0001846772,0.00008050662,0.001418495,0.9824787,0.00006354996,0.002114025,0.00001021479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899784,0.0009253737,0.004265055,0.00003115663,0.00001675999,0.00006191416,0.001724546,0.00006997571,0.002926792],"genre_scores_gemma":[0.9891512,0.0009215132,0.005942521,0.00003560064,0.00001149772,0.00007853297,0.002064451,0.00005633423,0.001738178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002057118,"threshold_uncertainty_score":0.006881714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009838000665493778,"score_gpt":0.2009831021701748,"score_spread":0.191145101504681,"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."}}