{"id":"W1997381488","doi":"10.4271/2011-01-0710","title":"Estimation of Individual Cylinder Fuel Air Ratios from a Switching or Wide Range Oxygen Sensor for Engine Control and On-Board Diagnosis","year":2011,"lang":"en","type":"article","venue":"SAE International Journal of Engines","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Oxygen sensor; Range (aeronautics); Cylinder; Automotive engineering; Air–fuel ratio; Environmental science; Fuel injection; Materials science; Oxygen; Mechanical engineering; Engineering; Internal combustion engine; Composite material; Chemistry","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":[0.0001723389,0.0003481688,0.0002765536,0.0005166242,0.0001397542,0.0003067562,0.000450874,0.0003855286,0.001208771],"category_scores_gemma":[0.000451535,0.0001250028,0.0001563892,0.0002649591,0.0001162275,0.0004386421,0.0001915692,0.0002331352,0.0004078271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980388,"about_ca_system_score_gemma":0.000205021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337502,"about_ca_topic_score_gemma":0.003102552,"domain_scores_codex":[0.999781,0.00001991922,0.000008712865,0.00004847347,0.0001287808,0.00001314115],"domain_scores_gemma":[0.9998658,0.00003768348,0.00002378246,0.00001420498,0.00005187071,0.000006665989],"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":[0.0003096336,0.0001287651,0.007684261,0.0001458959,0.00002594762,0.0001104815,0.00009579588,0.009118167,0.5741583,0.0005879878,0.001521214,0.4061136],"study_design_scores_gemma":[0.00003606822,0.0003614144,0.02356561,0.00002842224,0.00005660766,0.0003462275,0.0001466745,0.4142593,0.5547447,0.0006663995,0.005736656,0.00005199592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2600636,0.0006107573,0.7296486,0.0002142395,0.0001589919,0.0001289539,0.000288815,0.002421702,0.006464392],"genre_scores_gemma":[0.8711445,0.0002995608,0.1235691,0.00009403411,0.00004523024,0.00005446571,0.0002037209,0.00006680161,0.004522542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001337502,"threshold_uncertainty_score":0.004043758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462254522877115,"score_gpt":0.2660154524204325,"score_spread":0.2413929071916613,"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."}}