{"id":"W2942746024","doi":"10.1117/12.2517426","title":"Autonomous systems thermographic NDT of composite structures","year":2019,"lang":"en","type":"article","venue":"","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Engineering and Physical Sciences Research Council","keywords":"Nondestructive testing; Composite number; Thermography; Materials science; Computer science; Engineering; Composite material; Infrared; Optics; Physics","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":[0.0001203937,0.0001298049,0.0001388286,0.0002325888,0.0001121419,0.0002783033,0.0002423301,0.0002019241,0.001209881],"category_scores_gemma":[0.000330531,0.00009823673,0.000127564,0.0001078595,0.0002020714,0.0003256103,0.0003701854,0.0001590717,0.0002356455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790076,"about_ca_system_score_gemma":0.0001869725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00065401,"about_ca_topic_score_gemma":0.0010477,"domain_scores_codex":[0.9999216,0.00000994889,0.000001887081,0.00002060391,0.00003935316,0.000006649877],"domain_scores_gemma":[0.999826,0.00005958521,0.00003818293,0.00003446124,0.00003205858,0.000009763663],"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":[0.0002179757,0.00004433769,0.002308836,0.0001897352,0.000009003214,0.0001176209,0.0002062694,0.01639562,0.8707415,0.001084586,0.000474024,0.1082104],"study_design_scores_gemma":[0.00002251401,0.0003403966,0.0116698,0.0000213161,0.00001798126,0.0004068776,0.0001189209,0.3803489,0.5972436,0.001303829,0.008476711,0.000029192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5057512,0.0005634509,0.4868578,0.00008940895,0.00004722362,0.00007903144,0.0001353181,0.001422412,0.005054047],"genre_scores_gemma":[0.9365504,0.0001482764,0.060445,0.00002017539,0.000008920254,0.00002499472,0.00006537164,0.00004637728,0.002690442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209881,"threshold_uncertainty_score":0.004047453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003903120662559316,"score_gpt":0.1775102849424073,"score_spread":0.173607164279848,"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."}}