{"id":"W258537341","doi":"10.1044/leader.ftr2.17042012.14","title":"A Sound Classroom Environment","year":2012,"lang":"en","type":"article","venue":"ASHA Leader","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audiologist; Active listening; Hearing loss; Psychology; Agency (philosophy); Asha; Audiology; Medical education; Pedagogy; Medicine; Communication; Linguistics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111018,0.00005715288,0.00005236485,0.00002250797,0.00007351209,0.00001632303,0.00005863268,0.00004043789,0.0003113551],"category_scores_gemma":[0.0001483382,0.00004620132,0.00003146393,0.00004276464,0.00007415375,0.0001558027,0.00002378159,0.00008323677,0.002374262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003136395,"about_ca_system_score_gemma":0.000005214598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004381,"about_ca_topic_score_gemma":1.156959e-7,"domain_scores_codex":[0.9993369,0.00004996622,0.00008347625,0.0001372906,0.0001480461,0.000244317],"domain_scores_gemma":[0.9996405,0.0001163285,0.00001874193,0.0001465639,0.000003031309,0.00007485542],"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":[0.000009818155,0.0004077315,0.05788589,0.00003455364,0.000004566261,0.000002481958,0.005965433,0.00007803013,0.9045507,0.009719003,0.004324474,0.01701736],"study_design_scores_gemma":[0.0005431274,0.0001379009,0.6819752,0.00001682225,0.0000140959,0.00001835236,0.0007020598,0.0002675547,0.06114397,0.003750109,0.2510257,0.0004050769],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993755,0.00005686214,0.0007676973,0.001081001,0.000455662,0.00009519559,0.000001304459,0.00003942294,0.003747854],"genre_scores_gemma":[0.9960185,0.000004878778,0.0003720406,0.0007931044,0.0002121771,0.00001189038,4.640181e-7,0.00000964528,0.002577253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8434067,"threshold_uncertainty_score":0.9984025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07267511447214889,"score_gpt":0.2872921570933661,"score_spread":0.2146170426212173,"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."}}