{"id":"W4246005477","doi":"10.1115/gt2014-25805","title":"Comparative Analysis of Chemical Kinetic Models Using the Alternate Species Elimination (ASE) Approach","year":2014,"lang":"en","type":"article","venue":"","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Combustion; Syngas; Homogeneous; Work (physics); Range (aeronautics); Computer science; Chemical process; Ignition system; Biochemical engineering; Biological system; Chemistry; Thermodynamics; Materials science; Engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005783698,0.0001174218,0.0002740999,0.00004108916,0.0000249244,0.0000195687,0.0002181116,0.00006893473,0.000153228],"category_scores_gemma":[0.00001167159,0.00007806568,0.0001710519,0.0002297937,0.00009630919,0.00002439569,0.0000696352,0.0001090164,2.083141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003226299,"about_ca_system_score_gemma":0.000005914114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004682697,"about_ca_topic_score_gemma":0.000001908641,"domain_scores_codex":[0.9992754,0.00001473385,0.0001907849,0.0001954751,0.0002030766,0.0001204886],"domain_scores_gemma":[0.9994407,0.00004735707,0.0001037377,0.000301529,0.00007194161,0.00003478502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001042348,0.00002602477,0.00001793456,0.00001660312,0.0003234448,1.256174e-7,0.000211441,0.03994248,0.9348295,0.02447615,0.000004500609,0.0001414087],"study_design_scores_gemma":[0.00008720991,0.000001350333,0.0000190862,0.000002976406,0.0002706277,0.000001098843,0.00006250729,0.6206439,0.3772515,0.001579868,0.00001750537,0.00006238394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8314366,0.00002048388,0.0964741,0.00002054485,0.000007648993,0.00002879498,0.00001258788,0.00001309153,0.07198618],"genre_scores_gemma":[0.9969971,0.000002674627,0.002699066,0.00003019869,0.0000364968,0.000002460261,0.00008258717,0.00000695819,0.0001425197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5807014,"threshold_uncertainty_score":0.3183426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906593333763781,"score_gpt":0.2620854133477201,"score_spread":0.2330194800100823,"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."}}