{"id":"W6979916196","doi":"","title":"Analysis of Reliability of Fueling Machine Head Encoders","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Encoder; Rotary encoder; Reliability (semiconductor); Fault (geology); Position (finance); Noise (video); Power (physics); Jump","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":[0.001560732,0.0004452074,0.0005058465,0.001022903,0.0001857473,0.0005772455,0.0008417383,0.0005088094,0.0007693644],"category_scores_gemma":[0.009369211,0.0002739697,0.0003055545,0.0004702088,0.0005003695,0.0006055122,0.0003169224,0.0004563029,0.0002095096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008320165,"about_ca_system_score_gemma":0.0003377218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925114,"about_ca_topic_score_gemma":0.001132729,"domain_scores_codex":[0.9991388,0.0001683162,0.00004406008,0.000181441,0.0003521119,0.0001152404],"domain_scores_gemma":[0.9917454,0.004871129,0.001209124,0.0006056373,0.001449323,0.0001194816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005437188,0.00007543128,0.04517198,0.0002038014,0.0001111318,0.0004531068,0.0002440617,0.8826333,0.0360558,0.002828517,0.0004121431,0.03126689],"study_design_scores_gemma":[0.000003025983,0.000153785,0.01317606,0.00001124785,0.00001820371,0.0001298082,0.00004200466,0.9710135,0.01472984,0.0005011084,0.000203281,0.00001816487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537123,0.0005924227,0.0442735,0.00007937564,0.00001601122,0.00002060102,0.0002477717,0.000229775,0.0008282854],"genre_scores_gemma":[0.9982368,0.00007396225,0.001224682,0.000003115358,0.000004258698,0.000004527803,0.0001371187,0.00001223328,0.00030324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002925114,"threshold_uncertainty_score":0.008254051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005740068336081016,"score_gpt":0.1947628868896477,"score_spread":0.1890228185535666,"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."}}