{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001834599,0.001238906,0.001078176,0.0005842436,0.0004155711,0.001058402,0.0009351479,0.001299356,0.002175515],"category_scores_gemma":[0.004752389,0.0005605448,0.000700029,0.0003399404,0.0002652283,0.0007083738,0.0006262031,0.001176476,0.0006840974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006673291,"about_ca_system_score_gemma":0.0011271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03528343,"about_ca_topic_score_gemma":0.01441375,"domain_scores_codex":[0.9995988,0.0001715527,0.00002294376,0.00009155423,0.00006466363,0.00005045883],"domain_scores_gemma":[0.9969301,0.002315393,0.0000912473,0.0000844724,0.000472318,0.0001064875],"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":[0.0002347358,0.00007940218,0.001076231,0.00003052641,0.00004733844,0.00002245011,0.00001600111,0.9759179,0.0007064773,0.0003175191,0.0005010138,0.02105031],"study_design_scores_gemma":[0.000002869286,0.000009400625,0.00006448764,0.000001412606,0.000002182552,8.482094e-7,0.000001949495,0.9997507,0.00009367465,0.0000529395,0.00001862759,0.000001016964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3932454,0.001967764,0.590845,0.0009859026,0.0003986576,0.000151082,0.0008172655,0.004050844,0.007537962],"genre_scores_gemma":[0.9562061,0.0002668897,0.03985607,0.00008230905,0.00006244049,0.0000746584,0.0007907176,0.0001902328,0.002470626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03528343,"threshold_uncertainty_score":0.07015616,"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."}}