{"id":"W3161899226","doi":"10.1097/aud.0000000000001071","title":"Ecological Momentary Assessment: A Field Evaluation of Subjective Ratings of Speech in Noise","year":2021,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Wavefront Wireless Commercialization Centre; Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Active listening; Audiology; Psychology; Intelligibility (philosophy); Hearing loss; Medicine; Communication","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":[0.000538813,0.00003357296,0.00009772876,0.00004291746,0.00002871167,0.000007629076,0.00002169516,0.00003327103,0.00007249798],"category_scores_gemma":[0.0006269066,0.00003039243,0.00001963889,0.0001286032,0.00002776806,0.00006225559,0.00003791126,0.00008749974,4.76855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000267871,"about_ca_system_score_gemma":0.00006401761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001438989,"about_ca_topic_score_gemma":0.00002114134,"domain_scores_codex":[0.9993143,0.0001456034,0.0001479575,0.0001398243,0.0001821044,0.00007017435],"domain_scores_gemma":[0.9995441,0.0002945234,0.00003463258,0.00005934344,0.00005061872,0.00001671261],"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":[0.000008080276,0.00007571927,0.1308424,0.00004025322,0.000001272835,0.000002990406,0.0008614836,0.0001204217,0.8585212,0.0004618056,0.000001916606,0.009062479],"study_design_scores_gemma":[0.0002751795,0.00009465136,0.7743276,0.00003679224,0.000003953712,0.000002454279,0.0002651234,0.003867608,0.2201512,0.0009471165,0.000002526242,0.00002576986],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971613,0.0000210684,0.00002558204,0.0002652429,0.00004033694,0.0001135455,9.056685e-7,0.000003707342,0.00236828],"genre_scores_gemma":[0.9991705,0.00001257101,0.0007270482,0.00005166909,0.00001149629,0.000005062227,4.837748e-7,0.000002112747,0.00001905349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6434852,"threshold_uncertainty_score":0.1239367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06549297227759594,"score_gpt":0.3645411440218004,"score_spread":0.2990481717442045,"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."}}