{"id":"W4400288332","doi":"10.1121/10.0027336","title":"“I feel like a pack a day smoker”: Teacher and student voices from noisy classrooms","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Mathematics education; Computer science; Pedagogy; Multimedia; Medical education; Medicine","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":[0.006389395,0.0009678712,0.001734658,0.001540061,0.01624991,0.01054302,0.002267022,0.00623678,0.00270127],"category_scores_gemma":[0.02496601,0.001189794,0.0008467993,0.0008742952,0.008999821,0.006402526,0.01036097,0.01136129,0.001327455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780629,"about_ca_system_score_gemma":0.003246894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006619224,"about_ca_topic_score_gemma":0.01685212,"domain_scores_codex":[0.9891404,0.006792241,0.0004159605,0.0005518049,0.001798514,0.00130098],"domain_scores_gemma":[0.9891451,0.004810485,0.001668059,0.0004286512,0.00155107,0.002396698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003535,0.00008346961,0.005104619,0.0001157423,0.000009911783,0.002555244,0.9828243,0.00002235628,0.0005560916,0.0004128829,0.002898116,0.00538181],"study_design_scores_gemma":[0.00000411653,0.00007979004,0.002296741,0.0001049447,0.000007014673,0.001692891,0.986735,0.00003052931,0.0001296341,0.0001519368,0.008745422,0.00002189103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519265,0.003160704,0.001122682,0.03003121,0.001227303,0.00008581209,0.00009203256,0.00006069282,0.01229313],"genre_scores_gemma":[0.9759859,0.004255508,0.0007269006,0.007186829,0.0004713506,0.0001262054,0.00007074829,0.0001109482,0.01106566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624991,"threshold_uncertainty_score":0.03379077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04608888478718908,"score_gpt":0.3595001652050365,"score_spread":0.3134112804178474,"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."}}