{"id":"W2136588169","doi":"10.18113/p8jrre2814","title":"The Importance of Context, Reflection, Interaction, and Consequence in Rural Music Education Practice","year":2013,"lang":"en","type":"article","venue":"Journal of Research in Rural Education","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Music education; Sociology; Context (archaeology); Praxis; Curriculum; Philosophy of music; Pedagogy; Philosophy of education; Rural area; Teacher education; Music history; Higher education; Political science; Law; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753235,0.00008246105,0.0001405723,0.0005892307,0.000228378,0.0003138875,0.0001961099,0.00003579721,0.0006179565],"category_scores_gemma":[0.001546431,0.00006010236,0.0000317146,0.0002771727,0.0004938109,0.002023164,0.00002633744,0.0005201405,0.00002287518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106317,"about_ca_system_score_gemma":0.00210778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008006892,"about_ca_topic_score_gemma":0.002560141,"domain_scores_codex":[0.9981919,0.0004274871,0.0006678578,0.0000923872,0.0004282754,0.0001921148],"domain_scores_gemma":[0.9950745,0.0009728181,0.0005927274,0.0001624132,0.003114143,0.00008343844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003968376,0.001786349,0.03333045,0.0001632846,0.00006116713,0.000004619473,0.1403594,0.000007417105,0.0009611149,0.3160023,0.2147462,0.2921809],"study_design_scores_gemma":[0.0003484203,0.0002095275,0.02028779,0.0007149546,0.00000979206,0.0001805209,0.7350532,0.00003129738,0.00009968768,0.03184998,0.2111068,0.0001080362],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581559,0.002142557,8.892085e-7,0.02014407,0.002852484,0.0003795813,5.686388e-7,0.000003530812,0.01632036],"genre_scores_gemma":[0.9956027,0.0006421288,0.0001194146,0.0003844473,0.0005935977,0.00006423554,0.00000254827,0.000007649601,0.002583337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5946937,"threshold_uncertainty_score":0.9985989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267681599858783,"score_gpt":0.4231660719439995,"score_spread":0.2963979119581212,"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."}}