{"id":"W3210718733","doi":"10.32920/ryerson.14651565.v1","title":"Ultrasound detection using optical interferometry","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fabry–Pérot interferometer; Ultrasound; Materials science; Finesse; Optics; Interferometry; Transducer; SIGNAL (programming language); Piezoelectricity; Ultrasonic sensor; Wavelength; Acoustics; Optoelectronics; Computer science; 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":[0.000519319,0.0007286095,0.0004993137,0.0009507581,0.0002658587,0.000642974,0.0007390062,0.0008658437,0.001169316],"category_scores_gemma":[0.001308205,0.0004556589,0.0003784703,0.0008734181,0.0005569177,0.001055028,0.0005604658,0.0003844467,0.0005372695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006567605,"about_ca_system_score_gemma":0.0003650302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008066961,"about_ca_topic_score_gemma":0.001130836,"domain_scores_codex":[0.9989441,0.0001762226,0.00003672502,0.0002044737,0.0005554112,0.00008317803],"domain_scores_gemma":[0.9994045,0.0002860226,0.0001141146,0.00004615831,0.0001344444,0.00001479675],"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":[0.00009912342,0.00004465636,0.001061742,0.0002780104,0.00002279984,0.00008269286,0.00009111478,0.002134488,0.949481,0.002908482,0.0005596963,0.04323616],"study_design_scores_gemma":[0.00003179427,0.0003203856,0.002848862,0.00004951637,0.00005152532,0.0003555515,0.00007707549,0.0809285,0.9025366,0.001627973,0.01108659,0.00008555791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2603693,0.005820955,0.7134206,0.0006991997,0.0003048158,0.00028515,0.0003481308,0.002148765,0.01660304],"genre_scores_gemma":[0.6514478,0.002727239,0.3426133,0.0002806694,0.0001212376,0.0001618619,0.0001805858,0.00009563604,0.002371866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001169316,"threshold_uncertainty_score":0.004765093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210434138878757,"score_gpt":0.253572253277057,"score_spread":0.2325288393891813,"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."}}