{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005401497,0.0002003091,0.0003634643,0.0003351798,0.00005196702,0.000001980645,0.0003568853,0.0001703569,0.00005765594],"category_scores_gemma":[0.000004054119,0.0002446762,0.00009076226,0.0001562324,0.00004019126,0.00008191496,0.00003586621,0.0002184779,0.00001737031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005482759,"about_ca_system_score_gemma":0.00005797778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161962,"about_ca_topic_score_gemma":0.005059123,"domain_scores_codex":[0.9993259,0.000003209401,0.0001404486,0.0001684548,0.0001477157,0.0002142792],"domain_scores_gemma":[0.9995434,0.000009477743,0.0001093092,0.0002164754,0.00008391772,0.00003742074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005899502,0.0009811377,0.0008034197,0.00926606,0.003296266,0.0001885321,0.2987257,0.002532082,0.2881606,0.002402696,0.008978849,0.3840747],"study_design_scores_gemma":[0.001558557,0.0001575572,0.01051721,0.0006539417,0.0002919399,0.000009686091,0.05121499,0.003654546,0.9268153,0.0001156314,0.003856267,0.00115432],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978315,0.0002344803,0.0004268835,0.00001167289,0.0001195195,0.0001255082,0.00001868281,0.0003358353,0.0008958833],"genre_scores_gemma":[0.8461314,0.0003089862,0.04311037,0.000001815472,0.00001437883,8.660164e-7,0.000281791,0.0000580647,0.1100923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6386548,"threshold_uncertainty_score":0.9977606,"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."}}