{"id":"W3195640666","doi":"10.1016/j.ymssp.2021.108327","title":"Development of crack induced impulse-based condition indicators for early tooth crack severity assessment","year":2021,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Impulse (physics); Harmonics; Structural engineering; Acoustics; Vibration; Modal; Modal analysis; SIGNAL (programming language); Engineering; Materials science; Computer science; Physics; Voltage; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134768,0.0007135574,0.0006031302,0.001933707,0.0001863673,0.000932043,0.0006258013,0.000590422,0.001030359],"category_scores_gemma":[0.002549714,0.0002394881,0.0002950643,0.0008283912,0.0002436778,0.0009774268,0.0006567467,0.000774589,0.0005771685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651508,"about_ca_system_score_gemma":0.0007533937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009314957,"about_ca_topic_score_gemma":0.001486365,"domain_scores_codex":[0.9994158,0.00009145919,0.00004067912,0.00009581634,0.0003127485,0.00004365199],"domain_scores_gemma":[0.9975726,0.0004648015,0.0003130814,0.0001188741,0.001415766,0.0001148015],"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":[0.0005475737,0.0005426038,0.02828658,0.0004304984,0.0001120969,0.000199833,0.0001471734,0.0677087,0.2253363,0.006375383,0.002431451,0.6678818],"study_design_scores_gemma":[0.00002030354,0.000569501,0.01778918,0.00003993894,0.00005771361,0.0001859014,0.00006780327,0.8929743,0.08439653,0.00143001,0.002409838,0.00005893879],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05996886,0.0002927401,0.9362677,0.00004208389,0.0000490596,0.0001498425,0.0003737732,0.001171731,0.001684051],"genre_scores_gemma":[0.5607147,0.0003409113,0.4359812,0.00003521924,0.00004345529,0.0002461382,0.0008666238,0.00005892221,0.001712849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001933707,"threshold_uncertainty_score":0.006001294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610256397748168,"score_gpt":0.2563282566959866,"score_spread":0.2402256927185049,"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."}}