{"id":"W7058066472","doi":"","title":"A Listening Effort Based Comparative Analysis of CROS Hearing Aids and Bone-Anchored Hearing Devices for Single-Sided Deafness Patients","year":2023,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Laboratory for Brain, Music and Sound Research","funders":"William Demant Fonden","keywords":"Active listening; Modalities; Bone conduction; Hearing loss; Hearing aid; Sound localization; Task (project management)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267064,0.0001615228,0.0003944871,0.0005622991,0.000136824,0.00008503645,0.00009175579,0.00008224056,0.000003527483],"category_scores_gemma":[0.00006565726,0.0001827392,0.00008130293,0.001087335,0.0000439337,0.0001004181,0.00002046429,0.00008463253,0.000001119162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816809,"about_ca_system_score_gemma":0.00007094209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956583,"about_ca_topic_score_gemma":0.01883582,"domain_scores_codex":[0.9989396,0.000009446874,0.0003126881,0.0001903094,0.0001202832,0.0004276661],"domain_scores_gemma":[0.9992158,0.0001497236,0.00005241649,0.0001676931,0.0001360236,0.0002783489],"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":[0.00001265814,0.00001764634,0.2856404,0.0002044477,0.0003962198,0.00001005365,0.0006391859,0.684278,0.02739312,0.00004275412,0.0001396898,0.001225906],"study_design_scores_gemma":[0.000299923,0.00003745113,0.2886336,0.00004041077,0.0003169446,2.178854e-7,0.0001695712,0.709495,0.0008078178,0.000009678482,0.00003356507,0.0001557866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994585,0.00004853302,0.004583264,0.000007480263,0.0001288414,0.000223225,0.0002249204,0.00009441732,0.0001042966],"genre_scores_gemma":[0.9978496,0.000002532325,0.00186401,0.00005336454,0.00002497603,0.00002273999,0.000145471,0.00002750975,0.00000979066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02658531,"threshold_uncertainty_score":0.9990678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424572982130044,"score_gpt":0.2596334934162917,"score_spread":0.2253877635949913,"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."}}