{"id":"W1512345810","doi":"","title":"Hearing accessibility, assistive technology, and acoustic design research facility","year":2002,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Active listening; Assistive technology; Promotion (chess); Affect (linguistics); Computer science; Engineering; Human–computer interaction; Architectural engineering; Multimedia; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001964688,0.0001682955,0.0002426039,0.0008323881,0.001708732,0.00004503383,0.0002879247,0.0003324255,0.0006591778],"category_scores_gemma":[0.001716243,0.0001601221,0.00002112886,0.000832923,0.0003576955,0.00009296797,0.0002799868,0.001226096,0.0004825548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000971154,"about_ca_system_score_gemma":0.0005381415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399516,"about_ca_topic_score_gemma":0.01115388,"domain_scores_codex":[0.9973402,0.0005249433,0.0003095487,0.0004762803,0.0002651706,0.001083879],"domain_scores_gemma":[0.9975873,0.0008621406,0.00005799212,0.0005380856,0.0003171315,0.0006373581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006137369,0.0002162044,0.1642835,0.002198096,0.0001951292,0.0006683925,0.00296144,0.001102778,0.01539782,0.004778108,0.7195687,0.08856844],"study_design_scores_gemma":[0.002164247,0.0005681344,0.8633634,0.0006844217,0.0001683913,0.00001091891,0.01044072,0.0569526,0.00006444679,0.006984417,0.0574223,0.001175997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8072851,0.002198902,0.08498267,0.01205676,0.002148357,0.007964916,0.0005029146,0.0006175399,0.08224286],"genre_scores_gemma":[0.9931647,0.00007097996,0.001140346,0.0005664944,0.0001139513,0.0001568839,0.00000502785,0.00002009151,0.004761495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6990799,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2409352915081949,"score_gpt":0.4393622288737207,"score_spread":0.1984269373655258,"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."}}