{"id":"W4380319198","doi":"10.1117/12.2663360","title":"Reliable adhesion failure qualification of metal-adhesive-metal assemblies using pulsed thermography","year":2023,"lang":"en","type":"article","venue":"","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Adhesive; Materials science; Thermography; Failure mode and effects analysis; Composite material; Adhesion; Structural engineering; Layer (electronics); Engineering; Infrared","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":[0.0004835104,0.0005074068,0.0003357814,0.0005213284,0.0002394676,0.0004739072,0.0006776914,0.0005359959,0.001426692],"category_scores_gemma":[0.001247729,0.0002384014,0.0001500569,0.0003581987,0.0003545264,0.0004286708,0.0004604975,0.0003430744,0.0008172804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394769,"about_ca_system_score_gemma":0.000157848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005696355,"about_ca_topic_score_gemma":0.001033494,"domain_scores_codex":[0.9994479,0.00006022548,0.00002446756,0.0001266714,0.0003036151,0.00003719265],"domain_scores_gemma":[0.9991158,0.0002138703,0.0001744269,0.0001467427,0.0003139391,0.00003528435],"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":[0.00002290643,0.00001249095,0.0005188427,0.00006747006,0.00000395345,0.0001378943,0.00008112544,0.0007052712,0.9889436,0.0001690174,0.0001511901,0.00918615],"study_design_scores_gemma":[0.000002064682,0.0001428068,0.003988447,0.00000893624,0.000009177605,0.0002047244,0.00004038624,0.01100333,0.9819846,0.00007610596,0.002525468,0.00001403309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7709799,0.00173236,0.2212972,0.00007574144,0.0001387783,0.0001002257,0.000310455,0.001367283,0.003997955],"genre_scores_gemma":[0.9578629,0.0005621611,0.03655461,0.00003608541,0.00002027408,0.00009856172,0.0001453456,0.0001342884,0.004585696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001426692,"threshold_uncertainty_score":0.004772782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405548213337491,"score_gpt":0.2531058838403196,"score_spread":0.2290504017069447,"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."}}