{"id":"W2791092661","doi":"10.3390/app8020240","title":"Thermographic Non-Destructive Evaluation for Natural Fiber-Reinforced Composite Laminates","year":2018,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Thermography; Composite material; Bagasse; Natural fiber; Composite number; Composite laminates; Delamination (geology); Nondestructive testing; Pulp and paper industry; Infrared; Geology","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":[0.0002449891,0.0002106616,0.00009415182,0.0006050256,0.0001194917,0.000150505,0.000161672,0.0002236809,0.0006225164],"category_scores_gemma":[0.0004354736,0.0001497964,0.00009436412,0.0001938077,0.000242352,0.0001988601,0.0001227347,0.0002130687,0.0001245923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262518,"about_ca_system_score_gemma":0.00009439724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004263523,"about_ca_topic_score_gemma":0.001660699,"domain_scores_codex":[0.9998167,0.00003109143,0.000008517824,0.00002745578,0.000104526,0.00001177284],"domain_scores_gemma":[0.9994984,0.0001799306,0.0001042793,0.00003713616,0.0001538627,0.00002652486],"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":[0.00002442756,0.000007576418,0.0007817602,0.0000433039,0.000002444722,0.0000319696,0.00004879163,0.0001131004,0.9955735,0.00002100164,0.000008942437,0.003343107],"study_design_scores_gemma":[0.00000237803,0.0001686792,0.01677039,0.000007768477,0.0000168701,0.0003792247,0.0001194709,0.00297757,0.978937,0.00002585867,0.0005855433,0.000009192221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510774,0.001549439,0.0460472,0.00002316349,0.00001491282,0.00003532149,0.00008062639,0.0001282551,0.001043628],"genre_scores_gemma":[0.9773666,0.0007936113,0.02044141,0.00001958631,0.00001002444,0.00002828954,0.0000513979,0.00002198633,0.001267133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006225164,"threshold_uncertainty_score":0.002082527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164115777580248,"score_gpt":0.2521688345532382,"score_spread":0.2405276767774358,"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."}}