{"id":"W4416925719","doi":"10.1080/14992027.2025.2595212","title":"Remote microphone performance in exercise environments: an effectiveness–implementation study","year":2025,"lang":"en","type":"article","venue":"International Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Microphone; Hearing loss; Hearing aid; Sound (geography); Audiometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006177669,0.00006551801,0.0001468884,0.0003189022,0.00003291062,0.00001655369,0.000251103,0.00003455401,0.0000209478],"category_scores_gemma":[0.0001664745,0.00005613277,0.00003390348,0.0001070098,0.00005260701,0.0002279906,0.00004429809,0.0001431627,0.000008155403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696654,"about_ca_system_score_gemma":0.00005025797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004353031,"about_ca_topic_score_gemma":0.000007878871,"domain_scores_codex":[0.9988779,0.0003224975,0.000373226,0.0001497797,0.0001790605,0.00009756802],"domain_scores_gemma":[0.9994838,0.0002038096,0.0001618188,0.00007679244,0.00005078262,0.00002305047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003939049,0.0003262519,0.2769316,0.000007194802,0.00001464329,0.00004177658,0.0005218334,0.0008958019,0.6661338,0.00004066142,0.000007269868,0.05468538],"study_design_scores_gemma":[0.001438893,0.000507661,0.9303139,0.00006712019,0.000006456925,0.00002727845,0.0002714421,0.0001256695,0.0665747,0.0004985575,0.0001253075,0.00004293681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972787,0.0000215129,0.001126112,0.0002381504,0.001086639,0.0001776547,0.000002101808,0.000003331242,0.00006573884],"genre_scores_gemma":[0.9993972,0.0001193298,0.0002852293,0.0001128799,0.00004738749,0.000003573189,0.00000120023,0.000004048887,0.00002918703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6533824,"threshold_uncertainty_score":0.2289028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776312634153371,"score_gpt":0.3556230405376075,"score_spread":0.3378599141960738,"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."}}