{"id":"W2039087616","doi":"10.1386/ijcm.1.1.5_1","title":"The many ways of community music","year":2007,"lang":"en","type":"article","venue":"International Journal of Community Music","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Situated; Variety (cybernetics); Diversity (politics); Phenomenon; Point (geometry); Closure (psychology); Aesthetics; Epistemology; Relation (database); Sociology; Psychology; Cognitive science; Communication; Computer science; Political science; Art; Philosophy; Anthropology; Artificial intelligence; Mathematics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002823309,0.0001270314,0.0002022125,0.0001372476,0.0014616,0.0001156212,0.001780294,0.00005860769,0.002049532],"category_scores_gemma":[0.0001904641,0.00008666188,0.0002233221,0.00004354989,0.0006233461,0.0002828647,0.0001734713,0.001993782,0.00001837967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015229,"about_ca_system_score_gemma":0.00005923258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000638398,"about_ca_topic_score_gemma":0.008780492,"domain_scores_codex":[0.998072,0.0005319969,0.0006393048,0.00002644556,0.0005667055,0.0001635006],"domain_scores_gemma":[0.9968142,0.0009362348,0.0006494662,0.0003858092,0.001155832,0.0000584848],"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":[0.0002797677,0.0006338657,0.00006269298,0.00002554561,0.000428974,0.00003532701,0.3234569,0.00001389795,0.0009540234,0.280331,0.3688658,0.02491226],"study_design_scores_gemma":[0.0004844931,0.0001747149,0.001781733,0.00006719887,0.00003321475,0.00008184844,0.04473212,0.000003056818,0.0002591048,0.01272471,0.9395587,0.00009905135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566601,0.0002036784,0.0002858445,0.002641693,0.002857216,0.00006214453,0.00001764937,0.00001581141,0.1372558],"genre_scores_gemma":[0.9907334,0.0000104843,0.00003231878,0.006872626,0.001232313,7.642456e-7,0.000008771376,0.00001140736,0.001097873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706929,"threshold_uncertainty_score":0.9998384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332477860182017,"score_gpt":0.2776896478889116,"score_spread":0.1444418618707099,"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."}}