{"id":"W2203280747","doi":"","title":"Development of a Novel Air Hybrid Engine","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Ontario Centres of Excellence","keywords":"Automotive engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635762,0.0002773296,0.0003056282,0.0003021813,0.0002092273,0.0005131143,0.0007102428,0.0003527867,0.001949391],"category_scores_gemma":[0.0001196667,0.0001895581,0.0003496937,0.0001529723,0.0001081011,0.0006367569,0.00048706,0.000413017,0.001119381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854279,"about_ca_system_score_gemma":0.0004202422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007884044,"about_ca_topic_score_gemma":0.0007707466,"domain_scores_codex":[0.9998324,0.000006381201,0.000008637669,0.00003171821,0.0001045312,0.00001633685],"domain_scores_gemma":[0.9999421,0.000003858251,0.000006353154,0.000008262448,0.00003038265,0.000009042958],"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":[0.0001158108,0.0001642788,0.001142415,0.0005241709,0.0000416486,0.0004262471,0.0001201152,0.01884094,0.7444066,0.01755077,0.00302826,0.2136388],"study_design_scores_gemma":[0.0000939155,0.001030185,0.002975434,0.00005144595,0.00005805151,0.0009002747,0.00008651143,0.3251526,0.5259293,0.001535137,0.1420948,0.00009224599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1992361,0.002117223,0.7407815,0.0003062581,0.0007138834,0.0005150198,0.0002722398,0.002913226,0.05314454],"genre_scores_gemma":[0.6312581,0.001607837,0.3166815,0.0001030697,0.00007162257,0.0003356231,0.0006056312,0.0001438792,0.04919269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001949391,"threshold_uncertainty_score":0.006521404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138431560972496,"score_gpt":0.1735321496603339,"score_spread":0.162147834050609,"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."}}