{"id":"W2586617769","doi":"10.4271/2017-01-1096","title":"Agile and Low-Cost Experimental Evaluation of Fuel Consumption Reduction of a New Electrified Clutch Transmission Virtually Connected to a Vehicle","year":2017,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Mitacs","keywords":"Clutch; Automotive engineering; Reduction (mathematics); Agile software development; Fuel efficiency; Cost reduction; Transmission (telecommunications); Consumption (sociology); Computer science; Engineering; Telecommunications; Business","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006567724,0.0004487488,0.000709075,0.0002607209,0.0002458677,0.00006292651,0.000626895,0.0005662754,0.0001451645],"category_scores_gemma":[0.0005378425,0.0004299481,0.000176455,0.0003437739,0.000566652,0.0004274982,0.0001340999,0.0006094438,0.00001370301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713268,"about_ca_system_score_gemma":0.0001131534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006991356,"about_ca_topic_score_gemma":0.002299311,"domain_scores_codex":[0.9971526,0.00008352656,0.0008262191,0.0006344299,0.0007970866,0.0005061705],"domain_scores_gemma":[0.9982259,0.0001298065,0.0002423032,0.0009938659,0.0001702245,0.0002378516],"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":[0.0004601722,0.000185642,0.0001056968,0.00008645869,0.00004378531,0.000002840475,0.00008171599,0.0001376148,0.9469249,0.001550374,0.0007131043,0.04970774],"study_design_scores_gemma":[0.001821367,0.001315936,0.8199812,0.000336594,0.0001291469,0.0000424419,0.00009918651,0.0000191437,0.1737233,0.00131306,0.0007393012,0.0004792928],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924851,0.001251048,0.00001170779,0.0006778727,0.00009807421,0.001415819,0.00001986831,0.001313827,0.002726689],"genre_scores_gemma":[0.9974975,0.0007376096,0.001314875,0.00005491552,0.00004781593,0.0002003811,0.00001893781,0.00007129388,0.00005669063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8198755,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621658825733143,"score_gpt":0.2853743052849991,"score_spread":0.2591577170276677,"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."}}