{"id":"W4300440114","doi":"10.31399/asm.cp.itsc2001p1247","title":"Acoustic Emission Techniques for Life Prediction of TBCs Under Thermal Cycling Conditions","year":2001,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Temperature cycling; Materials science; Thermal barrier coating; Composite material; Coating; Substrate (aquarium); Acoustic emission; Thermal; Inert; Thermal spraying","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":[0.0004357272,0.0004984869,0.0003119406,0.0008170331,0.0001860426,0.0001740313,0.0004465251,0.0004683281,0.001272229],"category_scores_gemma":[0.001342125,0.0001979579,0.0002115226,0.0003241993,0.0001989301,0.0002898462,0.0001571297,0.0003137379,0.0003453859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102795,"about_ca_system_score_gemma":0.0001814389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577168,"about_ca_topic_score_gemma":0.001346189,"domain_scores_codex":[0.9997377,0.00003564524,0.00001199247,0.00004621917,0.0001498211,0.00001865184],"domain_scores_gemma":[0.9992655,0.0003181278,0.00008841221,0.00005393332,0.0002520052,0.0000220222],"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":[0.0001723039,0.00004472804,0.005113677,0.000120669,0.00001221768,0.00006263796,0.00008709351,0.01044258,0.9576617,0.00021417,0.00009082682,0.02597734],"study_design_scores_gemma":[0.00001206191,0.0004053706,0.01367222,0.00001850213,0.00002254097,0.0001722728,0.00005418794,0.2082708,0.776117,0.000174932,0.001052668,0.00002742272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7635561,0.001053277,0.2323637,0.0000450758,0.00002511039,0.00009562498,0.0004125627,0.001082583,0.001366016],"genre_scores_gemma":[0.9672477,0.0002823154,0.03152145,0.000007517763,0.000003972667,0.00007048494,0.0001649667,0.00003755617,0.0006641809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577168,"threshold_uncertainty_score":0.00425601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857821064982543,"score_gpt":0.2630604238328497,"score_spread":0.2444822131830242,"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."}}