{"id":"W2315832285","doi":"10.1097/01.hj.0000418178.82943.b6","title":"Pathways","year":2012,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Headphones; Normative; Active listening; Noise (video); Audiology; Sentence; Test (biology); Psychology; Replicate; Computer science; Task (project management); Speech recognition; Medicine; Communication; Artificial intelligence; Mathematics; Statistics; Acoustics; Engineering; Law","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":[0.0004581292,0.0009883742,0.0006120848,0.001320242,0.001588433,0.004594694,0.00170562,0.002561576,0.9348554],"category_scores_gemma":[0.002916517,0.0004263863,0.000600612,0.001064039,0.0003799438,0.003259088,0.002746513,0.001626805,0.8638549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009803141,"about_ca_system_score_gemma":0.001498084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445659,"about_ca_topic_score_gemma":0.005122281,"domain_scores_codex":[0.9995395,0.00005287318,0.00002918954,0.0001122947,0.0001827892,0.00008343773],"domain_scores_gemma":[0.9986313,0.0001448886,0.00005567083,0.0001614174,0.000577795,0.0004287518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004491601,0.00002694694,0.0001886816,0.0001371526,0.00000292529,0.00009480278,0.00004061327,0.00002843197,0.0001534793,0.002623527,0.9281695,0.06848903],"study_design_scores_gemma":[0.0000103328,0.000009733812,0.000200323,0.00007670318,0.000001877312,0.0001240091,0.00005172101,0.00003148295,0.00006968005,0.0008496871,0.9985702,0.000004302895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004005079,0.0005842715,0.001767276,0.002119345,0.002241834,0.0002142007,0.01041849,0.004547799,0.9777064],"genre_scores_gemma":[0.003173211,0.0007070769,0.00146449,0.001815113,0.0002613199,0.0001079538,0.00769914,0.001672122,0.9830996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9348554,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1719084072777041,"score_gpt":0.4296630973774767,"score_spread":0.2577546900997726,"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."}}