{"id":"W6930720767","doi":"10.5281/zenodo.14041274","title":"Evaluation of Wall Pressure Spectrum Models for Fan Noise Prediction","year":2023,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Noise (video); Sound pressure; Session (web analytics); Noise spectrum; Pressure sensor; Presentation (obstetrics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000971286,0.0001029958,0.0001836073,0.000121373,0.00004838307,0.000009589518,0.00006536065,0.0001050339,0.00005084195],"category_scores_gemma":[0.001010605,0.00009332629,0.00007906577,0.0002277802,0.00002596634,0.0001044442,0.00003391332,0.00009346481,0.00002588882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004334475,"about_ca_system_score_gemma":0.0001156392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008873658,"about_ca_topic_score_gemma":0.00004519723,"domain_scores_codex":[0.9986923,0.00004953326,0.0001713953,0.0002152428,0.0006634193,0.0002080561],"domain_scores_gemma":[0.9991229,0.0001729699,0.00008126022,0.0002742983,0.000250222,0.00009840525],"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":[0.004638051,0.001195039,0.03790933,0.00163335,0.001590157,0.00003541332,0.009197192,0.5563644,0.02417351,0.0118084,0.2875117,0.06394348],"study_design_scores_gemma":[0.002843626,0.0005763108,0.044043,0.0002365474,0.001009627,0.000005600837,0.0001426011,0.9347696,0.008196926,0.004724072,0.003335149,0.0001169717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573149,0.001277372,0.01610634,0.008456862,0.0007077563,0.002869203,0.0004460227,0.0006148935,0.01220664],"genre_scores_gemma":[0.9965268,0.00005258124,0.0004846744,0.000053426,0.0001993632,0.00008844995,0.0002029637,0.0000222598,0.00236947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3784052,"threshold_uncertainty_score":0.3805736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258726944497997,"score_gpt":0.3074586114258804,"score_spread":0.2648713419809005,"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."}}