{"id":"W2951199424","doi":"","title":"Practical simulation of delamination in composites for thermography NDT","year":2017,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada); Cegep Edouard Montpetit","funders":"","keywords":"Thermography; Nondestructive testing; Delamination (geology); Composite material; Materials science; Forensic engineering; Engineering; Geology; Infrared; Optics","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":[0.0002384951,0.0003193902,0.0002662699,0.0001875465,0.0002475447,0.0004360259,0.000434715,0.000976302,0.002867069],"category_scores_gemma":[0.0009551966,0.0002287159,0.0002653315,0.0001372829,0.0003765767,0.0002806668,0.0004261827,0.0005017385,0.0002955311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003777196,"about_ca_system_score_gemma":0.0004101033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003322804,"about_ca_topic_score_gemma":0.003108472,"domain_scores_codex":[0.9999146,0.00002738282,0.000003257935,0.00001241894,0.00003114053,0.0000111984],"domain_scores_gemma":[0.9995694,0.0003088736,0.0000292196,0.00003304854,0.00003867327,0.0000208218],"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":[0.00004719208,0.00003208995,0.000559982,0.00005078213,0.000003908096,0.0001199263,0.00006636276,0.9772694,0.0154361,0.002230836,0.000139815,0.004043652],"study_design_scores_gemma":[0.000003473998,0.00001271138,0.00007555979,0.000003125812,0.000001003226,0.00001885423,0.00000881477,0.9970891,0.00209604,0.0002946783,0.0003944349,0.000002218125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3024668,0.0001962556,0.6824391,0.0002114437,0.00006985506,0.0001155403,0.0002332577,0.0009485355,0.01331922],"genre_scores_gemma":[0.9184414,0.0001070913,0.07657123,0.00002561617,0.000006688543,0.00009337153,0.00007340819,0.0001013592,0.004579879],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003322804,"threshold_uncertainty_score":0.009591341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173870693351472,"score_gpt":0.2602765912801433,"score_spread":0.2385378843466286,"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."}}