{"id":"W779837567","doi":"","title":"Increasing Danger of Hybrid Vehicles: Perspectives and Issues on the Development of the Quiet Hybrid Automobile","year":2007,"lang":"en","type":"article","venue":"11th International Conference on Mobility and Transport for Elderly and Disabled Persons (TRANSED)Transport CanadaTransportation Research Board","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; QUIET; Variety (cybernetics); Transport engineering; Business; Engineering; Public relations; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174988,0.0002714462,0.0003276747,0.0001764446,0.0004626109,0.00002637229,0.000294294,0.00008380862,0.0001522548],"category_scores_gemma":[0.00001974773,0.000197554,0.0001116355,0.0002008551,0.0006944143,0.0001992009,0.00000427546,0.0004603464,2.49677e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005976833,"about_ca_system_score_gemma":0.0002691735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976937,"about_ca_topic_score_gemma":0.01249445,"domain_scores_codex":[0.9977162,0.00005329588,0.0006403942,0.0004302724,0.0007467458,0.0004130873],"domain_scores_gemma":[0.9988151,0.0003167409,0.00007975722,0.0002656328,0.0003285733,0.0001941933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01071847,0.002224119,0.5512317,0.007351489,0.002086662,0.00008679423,0.1137735,0.00586086,0.07725281,0.160605,0.0005993819,0.06820921],"study_design_scores_gemma":[0.002790418,0.0007468712,0.8786256,0.00137237,0.0001644306,0.00001738493,0.02385234,0.008040057,0.06982666,0.001796132,0.01191473,0.0008530573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938389,0.0002342138,0.001701841,0.001114607,0.00008741867,0.0008140049,0.0008731586,0.00003479048,0.00130106],"genre_scores_gemma":[0.9985963,0.0004319914,0.0005632429,0.00002973482,0.0000286162,0.00008256774,0.0001198345,0.0000252076,0.0001225213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3273938,"threshold_uncertainty_score":0.8056017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482849491338254,"score_gpt":0.3152856405835135,"score_spread":0.270457145670131,"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."}}