{"id":"W7010105659","doi":"","title":"Flexible ultrasonic transducers for structural health monitoring of pipes at high temperature","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ultrasonic sensor; Piezoelectricity; Transducer; Structural health monitoring; Brazing; Capacitive micromachined ultrasonic transducers","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00028861,0.0003646295,0.0002884144,0.000358085,0.000133273,0.0002098565,0.0004320742,0.0003403004,0.001121627],"category_scores_gemma":[0.0005446107,0.0003279377,0.0001491577,0.0003047934,0.0003211685,0.0004038812,0.0003045218,0.0003872861,0.0002659598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300202,"about_ca_system_score_gemma":0.0001257783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003124698,"about_ca_topic_score_gemma":0.0007980429,"domain_scores_codex":[0.9997591,0.00002465299,0.000009798231,0.00005149661,0.0001294457,0.00002550366],"domain_scores_gemma":[0.9995992,0.0001229809,0.0001225414,0.00005486656,0.00007478343,0.00002562149],"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":[0.00003181919,0.000004213156,0.0002233123,0.00003623604,0.000003384985,0.00002221763,0.00002419711,0.0005771818,0.9925208,0.0001085038,0.00007481172,0.006373321],"study_design_scores_gemma":[0.00001211535,0.0002289376,0.005823275,0.00001215266,0.00002220658,0.000254278,0.00003582403,0.01378557,0.9775826,0.0001832037,0.00203086,0.00002902951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7034063,0.00438282,0.2873271,0.0002652942,0.0001349374,0.00007561294,0.0005098389,0.001139827,0.002758255],"genre_scores_gemma":[0.9142239,0.0009596996,0.08253836,0.00004312314,0.0000435877,0.00005080561,0.000152103,0.00003741804,0.001950955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001121627,"threshold_uncertainty_score":0.003752232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007356144811162255,"score_gpt":0.2304156730605983,"score_spread":0.223059528249436,"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."}}