{"id":"W2498969880","doi":"10.1142/9789812770943_0002","title":"INTEGRATED AND FLEXIBLE HIGH TEMPERATURE PIEZOELECTRIC ULTRASONIC TRANSDUCERS","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Piezoelectricity; Ultrasonic sensor; Acoustics; Materials science; Transducer; PMUT; Composite material; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003646662,0.0006498253,0.0005593975,0.001674438,0.0002518221,0.0003024316,0.0004907862,0.0006711113,0.0002276468],"category_scores_gemma":[0.00001560275,0.0006141137,0.0001402982,0.000286887,0.0007340391,0.00005462075,0.00004664941,0.001583996,0.00008786102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435111,"about_ca_system_score_gemma":0.0001135374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004003065,"about_ca_topic_score_gemma":0.0004192412,"domain_scores_codex":[0.9975893,0.000008008345,0.0004442541,0.0007691811,0.0005162283,0.0006729887],"domain_scores_gemma":[0.9988356,0.0001055121,0.00007659008,0.0007034332,0.000113322,0.0001655197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005931739,0.00002881676,0.000009545573,0.001002422,0.0007819432,0.0004202652,0.0005807851,0.000598003,0.113967,0.2674558,0.1645865,0.4505096],"study_design_scores_gemma":[0.0004172839,0.00005220799,0.00001000149,0.0006115863,0.0001883107,0.0000622864,0.00005053654,0.0009456963,0.03405599,0.01169766,0.9505352,0.001373188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00565941,0.006066836,0.0006648183,0.00003778933,0.002465923,0.000761024,0.0001958073,0.003716938,0.9804314],"genre_scores_gemma":[0.2111143,0.00003419942,0.0007401328,0.00002296027,0.00008512101,0.00001270181,0.00006473865,0.0001522751,0.7877735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7859488,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558320594404443,"score_gpt":0.2075424029433201,"score_spread":0.1919591969992757,"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."}}