{"id":"W2609279626","doi":"10.1090/crmm/002/09","title":"Eddy-current testing problems","year":2007,"lang":"en","type":"book-chapter","venue":"CRM monograph series","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Current (fluid); Eddy-current testing; Eddy current; Geology; Environmental science; Engineering; Electrical engineering; Oceanography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002246942,0.0007481403,0.0005528221,0.0006585285,0.0001397001,0.0001069856,0.0003960545,0.0004234236,0.00005928863],"category_scores_gemma":[0.00005739773,0.0008252008,0.0002084206,0.0001916883,0.000351026,0.0002607906,0.0001277144,0.000986262,0.0000426238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149554,"about_ca_system_score_gemma":0.00003360341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009349997,"about_ca_topic_score_gemma":0.00002126135,"domain_scores_codex":[0.9981104,0.000007276172,0.0005855498,0.0004622798,0.0002965526,0.0005379895],"domain_scores_gemma":[0.9987277,0.0001340293,0.0001814286,0.0006072653,0.0002018809,0.0001476707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002792085,0.00003760125,0.003236187,0.003427546,0.0004606315,0.0001147818,0.0006273155,0.0001726972,0.002255641,0.8633657,0.005265717,0.1210083],"study_design_scores_gemma":[0.0001157458,0.0001589044,0.0004430263,0.002043602,0.00009876288,0.0000921703,0.00001129258,0.00004735393,0.000523602,0.9026085,0.09249609,0.001360973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0007028278,0.00571365,0.00508428,0.000007536064,0.001044985,0.0006959164,0.00005616999,0.00705995,0.9796347],"genre_scores_gemma":[0.006571401,0.002678599,0.9793491,0.00003958078,0.001535676,0.0002713359,0.0002171809,0.001318203,0.008018919],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9742648,"threshold_uncertainty_score":0.9994199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06346275154388524,"score_gpt":0.2533239487555373,"score_spread":0.189861197211652,"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."}}