{"id":"W2004604456","doi":"10.4271/2011-01-2380","title":"A Study of Parking Brake Cable Efficiency as Affected by Construction Type","year":2011,"lang":"en","type":"article","venue":"SAE International Journal of Passenger Cars - Mechanical Systems","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Brake; Automotive engineering; Transport engineering; Air brake; Telecommunications; Business; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004905639,0.0001618417,0.0004443929,0.0002804294,0.00003596439,0.00004841284,0.0003310172,0.000116937,0.0001169369],"category_scores_gemma":[0.00007538815,0.0001405491,0.0001677915,0.0003376001,0.0000195373,0.0001753982,0.00002827491,0.0002511248,0.00001270973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250209,"about_ca_system_score_gemma":0.00003469057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000502879,"about_ca_topic_score_gemma":0.00005872002,"domain_scores_codex":[0.9978265,0.0001574637,0.0009686165,0.0001468687,0.0007357515,0.0001648693],"domain_scores_gemma":[0.998659,0.00005968519,0.0004695564,0.0001509656,0.0005413065,0.0001194498],"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":[0.0007138246,0.005833839,0.02525487,0.0004800956,0.02118118,0.001229778,0.01565749,0.047452,0.8352716,0.01366016,0.01963139,0.01363375],"study_design_scores_gemma":[0.04976178,0.02399435,0.06214505,0.00777084,0.007509005,0.02650493,0.2096585,0.3727087,0.1559538,0.002234287,0.07385673,0.00790206],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800038,0.0005815433,0.00881134,0.00001187874,0.007781944,0.0002201267,0.00001279163,0.00006113057,0.002515482],"genre_scores_gemma":[0.9994516,0.00004158089,0.0001313784,0.000005759508,0.0002800875,0.000005592774,0.000002980258,0.00002434485,0.00005672053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6793178,"threshold_uncertainty_score":0.5731424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902525895071546,"score_gpt":0.2354583082489385,"score_spread":0.216433049298223,"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."}}