{"id":"W2411601815","doi":"10.21611/qirt.2015.0093","title":"Infrared Thermography and X-Ray Tomography for Non-Destructive Evaluation of Micro-defects in CFRP","year":2015,"lang":"en","type":"article","venue":"","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université Laval; University of Ottawa","funders":"","keywords":"Thermography; Materials science; Infrared; X-ray; Nondestructive testing; Tomography; Optics; Optoelectronics; Composite material; Radiology; Medicine; 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":[0.0007357642,0.0004637119,0.0003074158,0.001774367,0.0001965133,0.0005082597,0.0005289007,0.000853907,0.001215823],"category_scores_gemma":[0.001259308,0.0003634787,0.0002520759,0.0006355721,0.0005860801,0.001266477,0.0003672368,0.000485678,0.000282809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234708,"about_ca_system_score_gemma":0.0002310474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002471009,"about_ca_topic_score_gemma":0.000806296,"domain_scores_codex":[0.9994267,0.00009815559,0.00003423748,0.00006481449,0.0003442368,0.00003189467],"domain_scores_gemma":[0.9986969,0.0006361092,0.0002490512,0.0001057501,0.0002646599,0.00004761883],"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":[0.0003007953,0.0000823088,0.005252555,0.0005539092,0.00002828793,0.000532676,0.0002358858,0.00248109,0.8999152,0.001445662,0.000194957,0.08897661],"study_design_scores_gemma":[0.00002804029,0.0006083989,0.02532631,0.00009271319,0.0000845121,0.006011761,0.0004325658,0.02730935,0.9344562,0.001019104,0.004541701,0.00008927584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4356461,0.01324176,0.5437193,0.0002549446,0.0001330786,0.000235148,0.0001240426,0.0007563094,0.005889348],"genre_scores_gemma":[0.6422862,0.003022132,0.3502638,0.0001366195,0.00005123711,0.00009940998,0.00006219203,0.0000701769,0.004008299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001774367,"threshold_uncertainty_score":0.004067302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943796953833088,"score_gpt":0.2482893893105593,"score_spread":0.2288514197722284,"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."}}