{"id":"W2780129247","doi":"10.36510/learnland.v8i2.700","title":"Teacher Research and Adult Learning in Music Education","year":2015,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curiosity; Psychology; Pedagogy; Music education; Mathematics education; Relation (database); Social psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01372409,0.0002531557,0.0005182346,0.001227219,0.009640797,0.007039329,0.001035447,0.001737587,0.004654956],"category_scores_gemma":[0.01652698,0.0002768681,0.0002498342,0.001035122,0.01582531,0.004206969,0.007145826,0.00280937,0.000639411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545473,"about_ca_system_score_gemma":0.003768468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651441,"about_ca_topic_score_gemma":0.004718528,"domain_scores_codex":[0.9807193,0.01631019,0.000322487,0.0006985005,0.0009383494,0.001011303],"domain_scores_gemma":[0.975897,0.01584203,0.002412015,0.001292329,0.001137312,0.003419362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004254067,0.0001966316,0.006136306,0.0002141716,0.000005846339,0.001432078,0.9450843,0.00005788213,0.000786771,0.01341386,0.002080338,0.03054927],"study_design_scores_gemma":[0.00003021707,0.0002539777,0.004321065,0.0003537894,0.000008401626,0.002505818,0.8681616,0.00007574102,0.0005925806,0.005490873,0.1181901,0.00001583043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621321,0.01094924,0.008596369,0.01739373,0.0003931786,0.0001595131,0.00002861776,0.00008451415,0.1002626],"genre_scores_gemma":[0.9824587,0.002708151,0.002457987,0.001191551,0.00009609802,0.00006311061,0.00001334258,0.00003672209,0.01097431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372409,"threshold_uncertainty_score":0.07258081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093997568509891,"score_gpt":0.3089226571902756,"score_spread":0.1995229003392864,"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."}}