{"id":"W2156128870","doi":"10.1109/ultsym.2005.1602838","title":"Ultrabroadband single crystal composite transducers for underwater ultrasound","year":2006,"lang":"en","type":"article","venue":"","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Transducer; Broadband; Materials science; Piezoelectricity; Acoustics; Bandwidth (computing); Harmonics; Fabrication; Ultrasonic sensor; Composite number; Stack (abstract data type); Optics; Computer science; Engineering; Physics; Composite material; Electrical engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002837332,0.000293405,0.000360128,0.0003203532,0.0001995523,0.0003123834,0.0003954899,0.0004367297,0.001487914],"category_scores_gemma":[0.0003959338,0.0002913306,0.0002205084,0.0003224669,0.0002265903,0.0003910193,0.0003407153,0.0006045633,0.0006178714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036449,"about_ca_system_score_gemma":0.0004401068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006223972,"about_ca_topic_score_gemma":0.002142779,"domain_scores_codex":[0.9997693,0.00003072707,0.000004671658,0.00002749729,0.0001549022,0.00001296044],"domain_scores_gemma":[0.9998018,0.00008340473,0.00002785886,0.00001998726,0.00004858195,0.00001828786],"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":[0.00006963604,0.00001786075,0.0001647582,0.00008267639,0.00000480921,0.0000292351,0.00002493859,0.003016714,0.975772,0.001081456,0.0002611106,0.01947477],"study_design_scores_gemma":[0.00002603572,0.0004231093,0.00202184,0.000021018,0.00003055648,0.0003053748,0.00003457336,0.1325101,0.8509173,0.0008779956,0.01279385,0.00003827265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4399219,0.007422529,0.5376504,0.000558039,0.0002808564,0.0001436259,0.0003277734,0.001835659,0.01185928],"genre_scores_gemma":[0.67697,0.00211864,0.3135312,0.00004433588,0.00004599289,0.00009307972,0.0002138735,0.00007822372,0.006904596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001487914,"threshold_uncertainty_score":0.004977584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007499329245781754,"score_gpt":0.1857059048327411,"score_spread":0.1782065755869593,"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."}}