{"id":"W3193694784","doi":"","title":"Flexible ultrasonic transducers and their performance","year":2008,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Carleton University; McGill University","funders":"","keywords":"Ultrasonic sensor; Acoustics; Transducer; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002893923,0.0002346836,0.0002470383,0.00009320921,0.0005375574,0.0001033536,0.0003349326,0.0001230671,0.0002722476],"category_scores_gemma":[0.00002099378,0.0001856417,0.00006025536,0.0001921463,0.0002200658,0.0003117451,0.00007623545,0.0001447434,0.00006368192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009546895,"about_ca_system_score_gemma":0.0001080642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274493,"about_ca_topic_score_gemma":0.0001211963,"domain_scores_codex":[0.9986426,0.00004783759,0.0002916961,0.0003637571,0.0001465475,0.000507624],"domain_scores_gemma":[0.9991493,0.00003560807,0.00008764316,0.0004849199,0.00004754825,0.0001950025],"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":[0.00005985934,0.00007005964,0.002645934,0.00004000883,0.000006561478,0.000003498683,0.0006092835,0.0003083897,0.9881202,0.002538195,0.0008120661,0.004785917],"study_design_scores_gemma":[0.000300751,0.0001284227,0.01785691,0.00002945795,0.000008702425,0.0002603624,0.0001162344,0.007486976,0.9643859,0.0003368266,0.008749583,0.0003398766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629067,0.0006859381,0.03315816,0.001328782,0.0000832029,0.0004145293,0.00004235207,0.0005524316,0.0008279111],"genre_scores_gemma":[0.9891459,0.001039035,0.007601215,0.0007644566,0.00009707332,0.0003357543,0.00000868338,0.00003731625,0.0009705163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02623926,"threshold_uncertainty_score":0.7570249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508940494237338,"score_gpt":0.2108792310856359,"score_spread":0.1957898261432625,"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."}}