{"id":"W2022967382","doi":"10.1520/jte101415","title":"Sawblade Vibration Mode Shape Measurement Using ESPI","year":2008,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vibration; Materials science; Mode (computer interface); Structural engineering; Acoustics; Composite material; Physics; Engineering; Computer science","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":[0.0002939535,0.0002928425,0.0002664474,0.0007776101,0.0001515716,0.0003025569,0.0003316695,0.0004105394,0.002460038],"category_scores_gemma":[0.0005814728,0.0002467998,0.0001701754,0.0005947183,0.0002326875,0.0004600164,0.0003403467,0.0003835603,0.0004989255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961499,"about_ca_system_score_gemma":0.0001364695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005268448,"about_ca_topic_score_gemma":0.0008803059,"domain_scores_codex":[0.9996481,0.00002667171,0.00001275076,0.00007175934,0.0002201035,0.00002063815],"domain_scores_gemma":[0.999543,0.0001223056,0.00004173136,0.0000609734,0.0002067544,0.00002540894],"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":[0.0001047591,0.00002957476,0.001946899,0.00007659355,0.000007188525,0.00004328873,0.00007521224,0.0005502726,0.9369899,0.0003569443,0.0005102488,0.05930906],"study_design_scores_gemma":[0.00003191825,0.0003122622,0.02145646,0.00001814372,0.0000237178,0.0003950004,0.0001350099,0.04054175,0.9329407,0.0004711131,0.003635373,0.0000385715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7306962,0.0005451613,0.2574092,0.0001330551,0.00009171321,0.00009359927,0.0007651647,0.001779956,0.008485864],"genre_scores_gemma":[0.869024,0.000178565,0.1281364,0.00004707188,0.000009817245,0.000047317,0.0003979545,0.00008317961,0.002075603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002460038,"threshold_uncertainty_score":0.008229613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500876818926946,"score_gpt":0.3185164886742071,"score_spread":0.1684288067815125,"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."}}