{"id":"W3014047777","doi":"10.1115/1.4046720","title":"Eddy Current Array Inspection of Damaged CFRP Sandwich Panels","year":2020,"lang":"en","type":"article","venue":"Journal of Nondestructive Evaluation Diagnostics and Prognostics of Engineering Systems","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Eddy current; Sandwich-structured composite; Carbon fiber reinforced polymer; Honeycomb; Materials science; Core (optical fiber); Fibre-reinforced plastic; Structural engineering; Honeycomb structure; Composite material; Reinforced concrete; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007417222,0.0001870755,0.0004350987,0.0001841199,0.00002907364,0.00003725136,0.0001163113,0.00008506476,0.000004848325],"category_scores_gemma":[0.00322959,0.0001800137,0.00007427109,0.000274567,0.00004058104,0.0001774877,0.00001478662,0.0002940337,5.780814e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005959985,"about_ca_system_score_gemma":0.00008344647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002285427,"about_ca_topic_score_gemma":1.289634e-7,"domain_scores_codex":[0.9981892,0.00005803215,0.000893534,0.0001187708,0.0005953891,0.0001451138],"domain_scores_gemma":[0.997421,0.0006776415,0.0005013947,0.0000962812,0.001170651,0.0001330299],"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":[0.00002679232,0.00006326412,0.005001173,0.001304435,0.0002302826,0.000002858779,0.001001022,0.8960415,0.09093739,0.0009093248,0.0001437702,0.004338145],"study_design_scores_gemma":[0.001450349,0.0007178269,0.03171458,0.001182636,0.0005871775,0.00005413263,0.0004424575,0.9358355,0.02704091,0.0003808316,0.0002557078,0.0003378586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6839321,0.006124981,0.3077852,0.00002914151,0.001544805,0.000454557,0.00005509737,0.00003401688,0.00004016048],"genre_scores_gemma":[0.9937845,0.001342576,0.004407511,0.000001885149,0.0004130905,0.000009183236,0.00001017729,0.000030767,2.883612e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098525,"threshold_uncertainty_score":0.7340747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552104922538123,"score_gpt":0.2419721174160973,"score_spread":0.2164510681907161,"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."}}