{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005444144,0.00006162049,0.00008553065,0.00007154905,0.0001009304,0.00002163716,0.00002661241,0.00002730276,0.000006477133],"category_scores_gemma":[0.0005790609,0.00005697996,0.0000154501,0.0001088131,0.000008574076,0.0003805865,0.000004399563,0.00008391044,3.971114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009352758,"about_ca_system_score_gemma":0.00005841029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002708457,"about_ca_topic_score_gemma":7.500989e-7,"domain_scores_codex":[0.9992535,0.0000209066,0.0002383974,0.00004831214,0.0003694184,0.0000694551],"domain_scores_gemma":[0.9992743,0.00003569819,0.0001363811,0.0000329644,0.0004875324,0.00003315485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005021622,0.000005653327,0.0004509828,0.00002048503,0.000008054083,8.172589e-7,0.0001831532,0.9360425,0.01485021,0.000001464442,0.00001666105,0.04841494],"study_design_scores_gemma":[0.0003082218,0.00005681333,0.002667241,0.0001398099,0.00004270995,0.0001241145,0.00002448412,0.9951825,0.001019107,0.0003649111,0.000008452686,0.00006163451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726766,0.001043964,0.2717493,0.0000247871,0.0001470292,0.00005337903,2.302545e-7,0.00002723214,0.000188028],"genre_scores_gemma":[0.9008849,0.00009933599,0.09886867,0.00001149027,0.0001237659,7.900366e-7,6.954568e-7,0.00000944135,8.892497e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741189,"threshold_uncertainty_score":0.2323575,"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."}}