{"id":"W2220292736","doi":"","title":"Music Engineering at the University of Miami","year":2003,"lang":"en","type":"article","venue":"The Journal of the Abraham Lincoln Association","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Music technology; Curriculum; Miami; Degree program; Music education; Engineering; Pedagogy; Medical education; Sociology; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004923872,0.0005151245,0.0002335457,0.001034077,0.003263772,0.00286914,0.0006581988,0.0007372364,0.1005774],"category_scores_gemma":[0.001113566,0.0001934309,0.0001605354,0.000432215,0.0005411965,0.001119503,0.002125166,0.001416671,0.02655026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807778,"about_ca_system_score_gemma":0.003832777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007284927,"about_ca_topic_score_gemma":0.02953633,"domain_scores_codex":[0.9994525,0.00003664409,0.00001537573,0.00009120795,0.0003142376,0.00009009464],"domain_scores_gemma":[0.9991477,0.00003935306,0.00003359829,0.00002936245,0.0003386209,0.0004114562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001016939,0.0001689857,0.004042967,0.0002483225,0.00000890856,0.0004670833,0.001168564,0.00007890405,0.00482372,0.009181904,0.7062373,0.2734717],"study_design_scores_gemma":[0.000004572219,0.00004748643,0.003543023,0.0001549448,0.000005358869,0.0002035614,0.0005865145,0.0001397403,0.0009530531,0.001208431,0.9931412,0.00001216243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0313956,0.01982205,0.003831351,0.07261699,0.008112811,0.0001953839,0.00109861,0.001364485,0.8615627],"genre_scores_gemma":[0.08439896,0.01522772,0.006673986,0.008807638,0.002944513,0.0001684403,0.0007951909,0.0002957296,0.8806878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1005774,"threshold_uncertainty_score":0.3364649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00686778509832401,"score_gpt":0.1793247821816729,"score_spread":0.1724569970833489,"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."}}