{"id":"W3212414880","doi":"10.1007/978-3-030-88424-6_4","title":"The Cross-Coupling of Methane with Nonoxidative Hydrocarbons","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Naphtha; Methane; Aromatization; Petrochemical; Olefin fiber; Chemistry; Carbon fibers; Oxidative coupling of methane; Refining (metallurgy); Hydrocarbon; Catalysis; Environmental chemistry; Organic chemistry; Chemical engineering; Petroleum engineering; Materials science; Physical chemistry; Engineering; Composite material","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":[0.0001302414,0.0006689838,0.0002836845,0.0004862021,0.0003896676,0.0004947357,0.0007027277,0.0005409979,0.01554013],"category_scores_gemma":[0.000152734,0.0002993442,0.000302215,0.0007127452,0.0005634503,0.001106877,0.0008289101,0.001222201,0.004644515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889195,"about_ca_system_score_gemma":0.0002579272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004214278,"about_ca_topic_score_gemma":0.001204315,"domain_scores_codex":[0.9998727,0.00001017801,0.000002497428,0.00002035359,0.00007661749,0.00001758962],"domain_scores_gemma":[0.9999608,0.00002404274,0.000002813567,0.000004842256,0.000004367235,0.000003039314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009335902,0.0001516336,0.0001184059,0.002252693,0.00003776372,0.0005464278,0.0005972351,0.002237678,0.2996457,0.3160365,0.03615594,0.3421267],"study_design_scores_gemma":[0.000005862186,0.0001034726,0.0003717475,0.0001523994,0.00001312367,0.0007371933,0.00009051333,0.00112076,0.2548749,0.02466201,0.7178479,0.00002018674],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03525263,0.1199056,0.05111232,0.001193967,0.003536188,0.0001278472,0.0002210991,0.0004096188,0.7882407],"genre_scores_gemma":[0.130625,0.06132723,0.01097739,0.0006373483,0.0005277501,0.0001115634,0.0002855045,0.0002281443,0.79528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01554013,"threshold_uncertainty_score":0.05198687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698595648419302,"score_gpt":0.2705794204383634,"score_spread":0.2535934639541704,"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."}}