{"id":"W563269211","doi":"","title":"Assessment of the impact of camshaft machining inputs on valve train sound quality using vibration analysis.","year":2002,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Camshaft; Vibration; Machining; Sound analysis; Sound (geography); Quality (philosophy); Engineering; Automotive engineering; Acoustics; Computer science; Mechanical engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009553244,0.0003482204,0.0003128442,0.0004844414,0.0001484757,0.0003183793,0.000326621,0.0004363535,0.001139374],"category_scores_gemma":[0.002045487,0.0002066332,0.000284751,0.0002531448,0.0002546121,0.0002866097,0.0002701482,0.0002828139,0.0002305146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915356,"about_ca_system_score_gemma":0.0001379491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008907893,"about_ca_topic_score_gemma":0.001781442,"domain_scores_codex":[0.9991201,0.0001200736,0.0000353967,0.000111016,0.0005652125,0.00004822157],"domain_scores_gemma":[0.9972177,0.001555563,0.0003260633,0.0001360894,0.000659002,0.0001055965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008017786,0.0001841503,0.03398338,0.000252955,0.00003794977,0.0001792389,0.0001678141,0.001829737,0.9153423,0.00003648154,0.00007054044,0.04711367],"study_design_scores_gemma":[0.00003419402,0.006170604,0.4990146,0.00002100339,0.0001148602,0.000421745,0.0002553098,0.01606179,0.4771137,0.00007135438,0.0006748129,0.00004606696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826494,0.0003266068,0.01626911,0.00001418247,0.00001398787,0.00005084895,0.00007699012,0.00006166509,0.0005371631],"genre_scores_gemma":[0.9923418,0.000117829,0.006919011,0.00001294005,0.000005206091,0.00001822172,0.0001055347,0.00001322515,0.0004663445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001139374,"threshold_uncertainty_score":0.005052328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123394246463748,"score_gpt":0.2953518974866189,"score_spread":0.2441179550219815,"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."}}