{"id":"W7019116747","doi":"","title":"Evaluation of acoustical conditions for speech communication in active elementary school classrooms","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reverberation; Noise (video); Quality (philosophy); Speech communication; Background noise","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006987137,0.000464485,0.0004620866,0.001030029,0.0008379471,0.0007436019,0.0003392494,0.0003229198,0.001038691],"category_scores_gemma":[0.002703766,0.0002883424,0.0002053728,0.000404617,0.0008874253,0.0001994482,0.0004525058,0.0002974748,0.0001801077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474207,"about_ca_system_score_gemma":0.001204807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03838079,"about_ca_topic_score_gemma":0.1154469,"domain_scores_codex":[0.9988496,0.0001799955,0.0000798381,0.0001716142,0.0004576554,0.0002611138],"domain_scores_gemma":[0.9975386,0.0005498967,0.0004079127,0.00007492423,0.0008317943,0.0005969756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001519025,0.0006794541,0.800311,0.0002734287,0.00009180704,0.001384586,0.01004686,0.0003748119,0.1519873,0.00007439526,0.0001981692,0.0330592],"study_design_scores_gemma":[0.000006613817,0.0005015418,0.9917488,0.000006181351,0.0000250657,0.0002663753,0.002419754,0.0000775814,0.004738177,0.000007742547,0.0001926901,0.000009511951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995315,0.00004269217,0.0001233195,0.000004181145,8.798777e-7,0.00001178552,0.00002732759,0.000005445914,0.0002529908],"genre_scores_gemma":[0.9994862,0.00004147354,0.0002183355,0.000004210493,0.00000153767,0.0000103313,0.00003387103,0.000002499846,0.0002015122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03838079,"threshold_uncertainty_score":0.07631481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06842283078536127,"score_gpt":0.3746417328802965,"score_spread":0.3062189020949352,"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."}}