{"id":"W2730740157","doi":"10.4271/2017-24-0044","title":"Development of a Research-Oriented Cylinder Head with Modular Injector Mounting and Access for Multiple In-Cylinder Diagnostics","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":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cylinder head; Modular design; Injector; Cylinder; Head (geology); Computer science; Engineering drawing; Engineering; Mechanical engineering; Geology; Operating system","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008641497,0.0006329764,0.0009310134,0.0004472763,0.0006407606,0.00011973,0.001534044,0.0007022796,0.00002097462],"category_scores_gemma":[0.009619545,0.0005418021,0.0001416602,0.0006157373,0.001561956,0.0008236549,0.001319667,0.00164981,0.000004980221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003847389,"about_ca_system_score_gemma":0.0001293728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004561956,"about_ca_topic_score_gemma":0.02495443,"domain_scores_codex":[0.9957484,0.00004627702,0.001069824,0.001134428,0.0008920334,0.001109067],"domain_scores_gemma":[0.9958813,0.00153426,0.0003411369,0.001662942,0.0003504313,0.0002299415],"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":[0.0005898058,0.0003743196,0.002659713,0.0002782272,0.00006319483,0.00002984469,0.00007849401,0.001499037,0.9768928,0.01119391,0.00005054716,0.00629012],"study_design_scores_gemma":[0.002304259,0.0005260679,0.9807001,0.0009255976,0.0000321565,0.00002070033,0.0002918617,0.00002827406,0.006735486,0.001538723,0.006175611,0.0007211231],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929463,0.0002052882,0.0004766615,0.001339473,0.00009783576,0.001690825,0.00004460974,0.001602928,0.001596098],"genre_scores_gemma":[0.9263477,0.0001684504,0.07225148,0.00008225111,0.00005810844,0.0008706814,0.00002492155,0.0001352427,0.00006121518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9780405,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04848493204862776,"score_gpt":0.3402704278160944,"score_spread":0.2917854957674667,"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."}}