{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360102,0.0001824683,0.0001960655,0.0001100485,0.0002475282,0.00004141947,0.0002807263,0.00003264634,0.000182195],"category_scores_gemma":[0.00001142215,0.0002119167,0.0001291122,0.0001896118,0.00003211123,0.00007019784,0.00003047064,0.0002212085,0.000003039384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000750574,"about_ca_system_score_gemma":0.00002284434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005312059,"about_ca_topic_score_gemma":5.193357e-7,"domain_scores_codex":[0.998889,0.00001291954,0.0002102385,0.0002153151,0.0002318245,0.0004406981],"domain_scores_gemma":[0.9994634,0.0001204277,0.00002501297,0.0002688144,0.00002780425,0.00009458837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002587246,0.00007020553,0.00002510503,0.0001833709,0.00007300594,0.000008198786,0.0008302457,0.8645365,0.1276546,0.0005156946,0.005262796,0.0008144047],"study_design_scores_gemma":[0.00109628,0.00009681431,0.00002826205,0.00003262149,0.0001355979,0.00002706597,0.001119173,0.8818896,0.06762597,0.0009472373,0.04643015,0.0005712145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02263237,0.0006451253,0.9640191,0.00003038237,0.001477542,0.0005590554,0.0005550374,0.0006167322,0.009464723],"genre_scores_gemma":[0.9860311,0.00003780565,0.01261433,0.00008558836,0.0001155887,0.0006411044,0.00006223588,0.00007295572,0.000339287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9633988,"threshold_uncertainty_score":0.8641711,"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."}}