{"id":"W2590601405","doi":"10.4271/2017-01-0636","title":"Optimum Heat Release Rates for a Double Compression Expansion (DCEE) Engine","year":2017,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Volvo (Canada)","funders":"","keywords":"Compression (physics); Computer science; Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004263956,0.001131912,0.001290764,0.0002778444,0.001103812,0.0002068849,0.002449712,0.001315042,0.0002519695],"category_scores_gemma":[0.002170728,0.0009835711,0.0006337304,0.0003788244,0.001060209,0.001268374,0.001156323,0.001829785,0.0001311227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087443,"about_ca_system_score_gemma":0.00005841099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004163379,"about_ca_topic_score_gemma":0.001716313,"domain_scores_codex":[0.9950024,0.00004253466,0.001185436,0.001569332,0.000811082,0.001389233],"domain_scores_gemma":[0.9948697,0.0006478222,0.0003306732,0.003442083,0.0002261583,0.000483539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009594129,0.0003250811,0.00004218049,0.0001301101,0.00004502777,0.00004030587,0.00001370079,0.003359618,0.9699955,0.01479934,0.002543685,0.007746025],"study_design_scores_gemma":[0.01162762,0.002925355,0.7657166,0.002574952,0.0003734066,0.0002281163,0.000275224,0.0002094923,0.04836226,0.01291399,0.1501608,0.004632258],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8552083,0.003111305,0.001770348,0.03614418,0.002548534,0.01107733,0.0004850382,0.04739932,0.0422556],"genre_scores_gemma":[0.9674277,0.0004810025,0.02846729,0.0005327782,0.0003039842,0.001652638,0.0001047997,0.0002610789,0.0007687667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9216332,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011596569516246,"score_gpt":0.2918507902321028,"score_spread":0.2717348245369403,"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."}}