{"id":"W7045227889","doi":"","title":"Analytical Forward and Inverse Modelling of Bobbin Steam Generator Inspection Probes","year":2022,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bobbin; Eddy-current testing; Electromagnetic coil; Eddy current; Electrical impedance; Finite element method; Electrical conductor; Coaxial; Nondestructive testing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003755261,0.0006273967,0.0005586192,0.0005143083,0.0004066772,0.001138693,0.001142196,0.001672904,0.002401858],"category_scores_gemma":[0.001091089,0.0005453668,0.0005539936,0.0003381599,0.0006158436,0.0006701493,0.0005116245,0.000664025,0.0007981362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214197,"about_ca_system_score_gemma":0.0009978927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044793,"about_ca_topic_score_gemma":0.005612748,"domain_scores_codex":[0.9997919,0.00003670971,0.000006589236,0.00004018613,0.0001003264,0.00002428602],"domain_scores_gemma":[0.9996982,0.0001346076,0.00004141039,0.00002182878,0.00009219869,0.00001183785],"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":[0.00004924602,0.00003194492,0.0007652179,0.0000897699,0.000008904569,0.0001384844,0.0002156291,0.9646864,0.0149441,0.006785888,0.0003600248,0.01192434],"study_design_scores_gemma":[0.000001669232,0.000009725731,0.0000834955,0.000004351981,0.000001873866,0.00001358211,0.00001087133,0.9978382,0.00113493,0.0003133861,0.0005844098,0.000003489689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09928428,0.0003941394,0.872061,0.0002537553,0.00005426892,0.0001544025,0.000269557,0.001412372,0.02611611],"genre_scores_gemma":[0.9051243,0.0004220117,0.07215709,0.00006372426,0.00001383258,0.0002416824,0.0002173704,0.0001640823,0.02159592],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01044793,"threshold_uncertainty_score":0.02077419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028095279179315,"score_gpt":0.1917896746094643,"score_spread":0.1815087218176711,"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."}}