{"id":"W2920004619","doi":"10.15845/voices.v19i1.2701","title":"Community Music Therapy and Participatory Performance","year":2019,"lang":"en","type":"article","venue":"Voices A World Forum for Music Therapy","topic":"Music Therapy and Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ethos; Citizen journalism; Music therapy; Context (archaeology); Punk; Psychology; Sociology; Public relations; Psychotherapist; Political science; History","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001207668,0.000411435,0.0005466634,0.000257983,0.0007064178,0.00007346489,0.0005091877,0.0001697619,0.00676143],"category_scores_gemma":[0.000004508065,0.0003452189,0.0001854997,0.0003845643,0.0002046009,0.0002670562,0.00005953899,0.0006114367,0.0002594435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004758121,"about_ca_system_score_gemma":0.00005824313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006229173,"about_ca_topic_score_gemma":0.002365171,"domain_scores_codex":[0.9974009,0.0003859444,0.0005021337,0.0005001795,0.000213059,0.00099777],"domain_scores_gemma":[0.9978929,0.000447159,0.000282759,0.001097816,0.00007356145,0.0002058179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004784965,0.001081705,0.07842228,0.0001850787,0.0004859355,0.000001985517,0.04059627,0.000008436178,0.001450352,0.02171536,0.04127156,0.8099961],"study_design_scores_gemma":[0.007008271,0.002044908,0.141083,0.00007038282,0.00001348255,0.000007906355,0.002542073,0.0002064365,0.0002880374,0.001844114,0.8443568,0.0005345202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803829,0.006335279,0.00002836887,0.001344041,0.002219716,0.001911661,0.00004383508,0.0002068406,0.007527424],"genre_scores_gemma":[0.9753686,0.0008789951,0.0001418355,0.01468803,0.0003882086,0.0005208852,0.00002989936,0.00009826689,0.007885273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8094615,"threshold_uncertainty_score":0.9999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464571941163977,"score_gpt":0.3514329925877852,"score_spread":0.2049757984713875,"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."}}