{"id":"W2562930898","doi":"10.1109/nems.2016.7758238","title":"Digital electrostatic acoustic transducer array","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transducer; Wafer; Materials science; Fabrication; Electrode; Polyimide; Substrate (aquarium); Membrane; Electrode array; Sensor array; Silicon; Optoelectronics; Acoustics; Layer (electronics); Nanotechnology; Computer science; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153234,0.0002877218,0.0003351855,0.0003894871,0.0002150193,0.0005321235,0.0008109141,0.0007844484,0.007570242],"category_scores_gemma":[0.0007457951,0.0002430319,0.0001875115,0.000497195,0.0002531979,0.0008674146,0.0006069524,0.0004236507,0.003306518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003993814,"about_ca_system_score_gemma":0.0002600664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000252225,"about_ca_topic_score_gemma":0.0004710022,"domain_scores_codex":[0.9993699,0.00003834684,0.00003132283,0.0001521632,0.0003621647,0.00004608001],"domain_scores_gemma":[0.9995766,0.0001054007,0.00004444248,0.00006786435,0.000183289,0.00002234276],"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":[0.000141892,0.00005938929,0.001171249,0.0002739421,0.00002549159,0.0002071748,0.00008871048,0.002921217,0.8668661,0.004435036,0.006861438,0.1169484],"study_design_scores_gemma":[0.00004307332,0.0004295731,0.003057782,0.00003237122,0.00005507412,0.001618583,0.00007443062,0.05062088,0.81152,0.001317464,0.1311664,0.00006443394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1912841,0.004022203,0.7071077,0.00174811,0.002016421,0.000379336,0.002068249,0.004888583,0.0864853],"genre_scores_gemma":[0.5709321,0.001547601,0.3684535,0.001405551,0.0003805064,0.0003682885,0.001457558,0.0001825968,0.05527236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007570242,"threshold_uncertainty_score":0.02532494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007078931218396511,"score_gpt":0.196028206998421,"score_spread":0.1889492757800245,"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."}}