{"id":"W4386800508","doi":"10.23977/aetp.2023.071012","title":"The Strategy of the Common Development of the Teaching of College Music and Ethnic Music Culture","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pride; Inheritance (genetic algorithm); Ethnic group; Music education; Musical; Sociology; Ethnic culture; China; Pedagogy; Aesthetics; Art; Visual arts; Political science; Anthropology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004630154,0.00008979225,0.0001507666,0.0001961974,0.00027802,0.000002222792,0.001011402,0.0002011647,0.000003798491],"category_scores_gemma":[0.0001516149,0.00005187698,0.00002357612,0.001172505,0.00124862,0.00008593634,0.0002623506,0.0004241396,8.986152e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001058561,"about_ca_system_score_gemma":0.0002017153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003931324,"about_ca_topic_score_gemma":0.0002767953,"domain_scores_codex":[0.9990739,0.0001209256,0.0003336709,0.0002203273,0.00009668974,0.0001545318],"domain_scores_gemma":[0.9987298,0.0004827616,0.0002522282,0.0004652691,0.000058806,0.00001116399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006037271,0.00008450635,0.04926283,0.00002004342,0.00001503913,1.197908e-7,0.001781779,0.00001068572,0.0007256293,0.8798825,0.0005641938,0.06764661],"study_design_scores_gemma":[0.0001316103,0.00003280837,0.482409,0.00003507354,0.000003194489,0.0000265503,0.0012579,0.00001353113,0.0006875839,0.5040045,0.01134753,0.00005069796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660382,0.007755198,0.000153797,0.0237181,0.0008529058,0.0001957075,0.00000596541,0.00002440995,0.001255765],"genre_scores_gemma":[0.9964631,0.0006646892,0.002314192,0.0001961804,0.00001351457,0.00005040518,0.000001480483,0.000003168448,0.0002932411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4331462,"threshold_uncertainty_score":0.4600594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336694435651708,"score_gpt":0.3904051454364081,"score_spread":0.347038201079891,"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."}}