{"id":"W4415586698","doi":"10.21083/crrf.v36i1.8085","title":"The Role of Intermediary Organizations in Supporting Rural Arts Education","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"The arts; Thriving; General partnership; Vitality; Realm; Arts in education; Performing arts education; Community development","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008714338,0.000178778,0.0002295466,0.0002788084,0.001348069,0.0003973482,0.0006071902,0.0001854856,0.0001927867],"category_scores_gemma":[0.002944539,0.0001355416,0.00008177101,0.003605917,0.0004849914,0.00072049,0.0001048948,0.0001921639,0.000005313465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493023,"about_ca_system_score_gemma":0.004423295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08889,"about_ca_topic_score_gemma":0.2879081,"domain_scores_codex":[0.9979803,0.00004391995,0.001013866,0.0001784362,0.0004013177,0.0003821723],"domain_scores_gemma":[0.9967979,0.00007467464,0.0009480331,0.0001188321,0.001931547,0.0001290213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000144206,0.00006543515,0.3312512,0.0001801333,0.00005946994,3.090964e-8,0.01225805,0.00002536016,0.001160695,0.5036316,0.02287402,0.1284796],"study_design_scores_gemma":[0.0004517658,0.00005179374,0.1459859,0.004345402,0.000213817,0.000003158477,0.2296624,0.001155365,0.007907423,0.05166499,0.5579633,0.0005947418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8319604,0.002116994,0.00001980556,0.07244711,0.003966796,0.003497613,0.00002455979,0.00003414515,0.08593257],"genre_scores_gemma":[0.9875951,0.0005509594,0.00001925148,0.0001701718,0.00009875491,0.00003307884,0.00005383503,0.00001187178,0.01146694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5350892,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008321602823892207,"score_gpt":0.2716423183371436,"score_spread":0.2633207155132514,"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."}}