{"id":"W4246421527","doi":"10.1063/1.5038543","title":"Mechanics of hearing 2017: Moderated discussion II","year":2018,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"CLARITY; Session (web analytics); Readability; Transcription (linguistics); Subject (documents); Computer science; Psychology; Interpretation (philosophy); Library science; Linguistics; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02682046,0.0008778073,0.0005433384,0.00122897,0.009391618,0.005390444,0.002232211,0.003698477,0.02993996],"category_scores_gemma":[0.08483194,0.00055157,0.0007867672,0.001003712,0.002495317,0.003346114,0.01039288,0.005045508,0.008497335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006010517,"about_ca_system_score_gemma":0.007236634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289746,"about_ca_topic_score_gemma":0.002383857,"domain_scores_codex":[0.979691,0.01365911,0.0009016203,0.001635038,0.00223404,0.001879211],"domain_scores_gemma":[0.9351037,0.04522368,0.002339503,0.003031832,0.007980474,0.0063209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002454502,0.001140111,0.002060053,0.002235915,0.0000394223,0.001516164,0.6266501,0.0006722258,0.01389146,0.02266006,0.1924228,0.1342572],"study_design_scores_gemma":[0.000383677,0.0005796027,0.004287079,0.001453449,0.00003195499,0.0002487643,0.1990968,0.0006780461,0.006320892,0.0136072,0.7731771,0.0001354248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5422341,0.001285902,0.1087757,0.05301293,0.02235268,0.03925526,0.00886938,0.003312894,0.2209012],"genre_scores_gemma":[0.737766,0.000854105,0.06803805,0.009849194,0.004545693,0.07453831,0.003333937,0.00138537,0.09968926],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02993996,"threshold_uncertainty_score":0.1418419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07711489033878072,"score_gpt":0.3364441077657968,"score_spread":0.2593292174270161,"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."}}