{"id":"W7058051476","doi":"","title":"Modeling of Carbon Black Formation During Methane Pyrolysis","year":2024,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methane; Pyrolysis; Fossil fuel; Steam reforming; Natural gas; Combustion; Carbon black; Carbon fibers; Soot; Hydrogen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002933029,0.0005969495,0.0005483038,0.0003841177,0.0009197995,0.001071246,0.0008955474,0.001660326,0.002421017],"category_scores_gemma":[0.0009093283,0.0005018014,0.0007278635,0.0004024217,0.0008120044,0.001009389,0.0006084513,0.0007187377,0.0003647907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718269,"about_ca_system_score_gemma":0.001572388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03107451,"about_ca_topic_score_gemma":0.01334313,"domain_scores_codex":[0.999882,0.00001874216,0.000004431415,0.00001748588,0.00003423599,0.00004309857],"domain_scores_gemma":[0.9997546,0.0001290556,0.00002592561,0.00001758913,0.000042032,0.00003075424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007326699,0.00005134282,0.00109496,0.00004381113,0.000008931758,0.0001374314,0.00004897919,0.9862474,0.00504564,0.005702237,0.0002874807,0.001258619],"study_design_scores_gemma":[0.00001450897,0.00001881395,0.0002795263,0.000004578666,0.000002770641,0.00001363471,0.00001700558,0.9973379,0.001214681,0.0006139733,0.0004768876,0.000005712497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515874,0.001199505,0.06242463,0.001263242,0.0002124854,0.0002679849,0.001472718,0.0004431349,0.0811289],"genre_scores_gemma":[0.983007,0.0004661862,0.005507602,0.00007203568,0.0000181779,0.00009014075,0.0003223573,0.00007135891,0.01044513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107451,"threshold_uncertainty_score":0.06178725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631838876624941,"score_gpt":0.2284483210478471,"score_spread":0.2121299322815977,"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."}}