{"id":"W2035466006","doi":"10.1121/1.2935939","title":"Acoustical evaluation of nonclassroom university learning spaces","year":2008,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reverberation; Acoustics; Morning; Space (punctuation); Psychology; Computer science; Applied psychology; Medicine; Physics","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":[0.002505988,0.000532735,0.0005556973,0.000887906,0.0006745109,0.0008102309,0.0005625142,0.0003847965,0.002480019],"category_scores_gemma":[0.006671759,0.000182782,0.0004078201,0.0006675272,0.0004772052,0.0004731319,0.0009882677,0.0003429825,0.0005437279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026797,"about_ca_system_score_gemma":0.0004799604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068498,"about_ca_topic_score_gemma":0.005596778,"domain_scores_codex":[0.9963517,0.001414411,0.0001735004,0.0003518491,0.001403806,0.0003046751],"domain_scores_gemma":[0.9919497,0.002538402,0.0009203841,0.000398376,0.003068567,0.001124571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006318337,0.006955836,0.5813352,0.001198827,0.0003106271,0.0008832822,0.01474256,0.004034969,0.1437775,0.0001480837,0.001225029,0.2390697],"study_design_scores_gemma":[0.0001022302,0.01449783,0.9204094,0.0000382797,0.0001602587,0.0004628446,0.01074695,0.002302627,0.04818302,0.00007041729,0.00292512,0.0001008595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990026,0.00004420483,0.0004094447,0.000006750077,0.000005055468,0.00003257738,0.00005684322,0.00001268623,0.0004299339],"genre_scores_gemma":[0.998014,0.00005453576,0.0008266892,0.00001407357,0.0000148576,0.00003704729,0.0001399269,0.00001152817,0.0008872566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002505988,"threshold_uncertainty_score":0.01325309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489331572335194,"score_gpt":0.3136013578336347,"score_spread":0.2787080421102828,"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."}}