{"id":"W4322711690","doi":"10.1109/eic51169.2022.10053584","title":"Detection of insulation defects on generator bars and coils using an instrumented impact test","year":2022,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Microphone; Stator; Generator (circuit theory); Test method; Delamination (geology); Acoustics; Acoustic emission; Electromagnetic coil; Structural engineering; Computer science; Engineering; Mechanical engineering; 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":[0.0003209175,0.0003706056,0.0002850292,0.001415283,0.0001368551,0.0002031014,0.0003167381,0.000395693,0.001163778],"category_scores_gemma":[0.0008314811,0.0001555122,0.0001900993,0.0003558748,0.0003455016,0.0002805614,0.0003460592,0.0002313811,0.0001858474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118111,"about_ca_system_score_gemma":0.00008253619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002512721,"about_ca_topic_score_gemma":0.0006834845,"domain_scores_codex":[0.9995781,0.00006007161,0.00002064206,0.00007886534,0.0002297897,0.00003259608],"domain_scores_gemma":[0.9989417,0.0004349191,0.0001355916,0.0001014899,0.0003121438,0.00007410177],"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":[0.0002389798,0.00004367654,0.008965218,0.0001309144,0.00002027722,0.0006098013,0.0001835102,0.0009047966,0.952055,0.0001280986,0.0001176037,0.03660211],"study_design_scores_gemma":[0.00003884321,0.003164997,0.2055262,0.00005341049,0.0001433706,0.004131656,0.0003760285,0.01771121,0.7657198,0.0004272895,0.002616395,0.00009064531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408406,0.001379291,0.1545707,0.0000419398,0.00006383905,0.000118685,0.0001750264,0.0006100364,0.002199981],"genre_scores_gemma":[0.9678252,0.0005587158,0.03026196,0.00003124736,0.00002256804,0.00002755107,0.0001093649,0.00001680879,0.00114643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001415283,"threshold_uncertainty_score":0.003893256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206054768849223,"score_gpt":0.2557325729511165,"score_spread":0.2351270960661941,"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."}}