{"id":"W1549443203","doi":"","title":"Sound Field Systems in New Brunswick Classrooms: Let’s Enhance Their Use!","year":2012,"lang":"en","type":"article","venue":"Antistasis","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network; University of New Brunswick","funders":"","keywords":"Sound (geography); Field (mathematics); Mathematics education; Computer science; Sociology; Acoustics; Mathematics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003201175,0.00008112031,0.0001258475,0.0000389046,0.000180018,0.0001057071,0.0001655648,0.00005722624,0.0004112487],"category_scores_gemma":[0.0001050622,0.00007200747,0.00004321683,0.0001092465,0.00005512329,0.000406202,0.00002773476,0.00008311128,0.0001230651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009892821,"about_ca_system_score_gemma":0.0001689006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05217898,"about_ca_topic_score_gemma":0.01408674,"domain_scores_codex":[0.9990426,0.00008927554,0.0001614692,0.0001284273,0.0002514511,0.0003267682],"domain_scores_gemma":[0.9993764,0.000310436,0.00005633155,0.0001329095,0.000009183102,0.0001147192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002151762,0.00008290826,0.9282793,0.000004767492,0.00001418153,7.990686e-7,0.008632697,0.000002173182,0.000007974262,0.05033215,0.009063584,0.003577358],"study_design_scores_gemma":[0.00007146067,0.000008743538,0.411604,0.00001563752,0.000005416349,5.647507e-7,0.007434551,0.000001076391,0.00003606506,0.0002335886,0.5804783,0.0001105511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788284,0.001770467,0.000482872,0.003269125,0.001342979,0.0001895491,0.000004070578,0.00002471658,0.01408778],"genre_scores_gemma":[0.9722666,0.0005158103,0.0001007533,0.0005669205,0.0004138229,0.000003717462,0.00000335693,0.0000068626,0.02612216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5714147,"threshold_uncertainty_score":0.9541327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374084556245772,"score_gpt":0.3529493205644952,"score_spread":0.2992084750020375,"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."}}