{"id":"W7135002493","doi":"","title":"Characterizing Dual Transmission of the Middle Ear","year":2025,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Inner ear; Middle ear; Laser Doppler vibrometer; Sound transmission class; Human ear; Tympanum (architecture); Transmission (telecommunications); Sound pressure; Body surface","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":[0.0001599647,0.0002696382,0.0001487023,0.0004724228,0.0001507851,0.0003604761,0.0003450683,0.0003107773,0.002272818],"category_scores_gemma":[0.0004743361,0.0001715783,0.0001258283,0.0002297221,0.0003592705,0.0006320182,0.00058718,0.0003100966,0.0004395426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276321,"about_ca_system_score_gemma":0.0001095109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006324768,"about_ca_topic_score_gemma":0.0007080596,"domain_scores_codex":[0.9998983,0.000008562583,0.000003249909,0.00002601915,0.00003607496,0.00002773074],"domain_scores_gemma":[0.9998697,0.00003242391,0.0000266495,0.00001822093,0.00003368317,0.00001923655],"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":[0.0002323913,0.00002942722,0.004907143,0.00005219197,0.0000131594,0.0002922433,0.0001145709,0.0003437837,0.9830315,0.001114334,0.0001519984,0.009717344],"study_design_scores_gemma":[0.0001212473,0.000763878,0.2001394,0.00007229686,0.0001215199,0.003814744,0.0007573435,0.04375832,0.7413822,0.003323149,0.005658601,0.00008725358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906147,0.0003466757,0.006679235,0.00003303732,0.00001239649,0.00001273219,0.0001279542,0.00003616983,0.00213713],"genre_scores_gemma":[0.9957334,0.0001793922,0.002982512,0.00002331179,0.000008164641,0.00001284982,0.0001256808,0.00001512553,0.0009195591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002272818,"threshold_uncertainty_score":0.007603347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878814076338895,"score_gpt":0.1896433242299706,"score_spread":0.1708551834665816,"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."}}