{"id":"W4226392740","doi":"10.1364/oe.455796","title":"Flexible transparent CMUT arrays for photoacoustic tomography","year":2022,"lang":"en","type":"article","venue":"Optics Express","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Capacitive micromachined ultrasonic transducers; Materials science; Tomography; Optics; Transducer; Center frequency; Radius of curvature; Bandwidth (computing); Capacitive sensing; Ultrasonic sensor; Wafer; Curvature; Optoelectronics; Acoustics; Piezoelectricity; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003264392,0.000583759,0.0003157188,0.0004322733,0.0002633882,0.0005403757,0.00069219,0.000909516,0.001282639],"category_scores_gemma":[0.0008270217,0.0004284075,0.0002778775,0.000387601,0.0003229798,0.0007474095,0.0006856263,0.0006063545,0.0005965044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045033,"about_ca_system_score_gemma":0.0002313657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004486747,"about_ca_topic_score_gemma":0.001076083,"domain_scores_codex":[0.9995092,0.0000584234,0.00002288068,0.0001230975,0.0002290556,0.00005743558],"domain_scores_gemma":[0.9995261,0.0001522323,0.0001264283,0.00006645223,0.00008191774,0.00004679924],"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":[0.00002803855,0.00000504931,0.0001075548,0.00004813325,0.000004152989,0.00009894978,0.00003644188,0.000360808,0.9930204,0.0002629562,0.0001417406,0.005885806],"study_design_scores_gemma":[0.000007358807,0.000121224,0.0009347197,0.00001299988,0.00001315367,0.0004313644,0.00005712304,0.007048883,0.9848071,0.0001458365,0.006387964,0.00003223444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4287204,0.006990488,0.5534274,0.0007045657,0.0005494214,0.0002866497,0.0007008003,0.001853189,0.006767209],"genre_scores_gemma":[0.7026538,0.001885107,0.2898807,0.0002972419,0.0001357086,0.0002530059,0.0003332568,0.0001176936,0.00444363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001282639,"threshold_uncertainty_score":0.004290819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840819609656777,"score_gpt":0.2302306682142629,"score_spread":0.2118224721176952,"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."}}