{"id":"W4319928824","doi":"10.22329/csw.v24i1.7854","title":"I Don’t Wanna Die: Punk Rock Music and Culture as Critical Social Work Practice","year":2023,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Music Therapy and Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Punk; Empowerment; Rock music; Politics; Psychology; Composition (language); Sociology; Gender studies; Psychiatry; Media studies; Art; Popular music; Visual arts; Political science; Literature; Art history; Law","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":[0.009884666,0.0005239994,0.0003713306,0.002083224,0.02003884,0.01536767,0.001995377,0.003806372,0.002790659],"category_scores_gemma":[0.01282972,0.0003433989,0.000369854,0.001236047,0.05614407,0.009005526,0.01174074,0.006529081,0.0003112167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005806919,"about_ca_system_score_gemma":0.006970044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004425284,"about_ca_topic_score_gemma":0.01092081,"domain_scores_codex":[0.9809405,0.0166824,0.0001431547,0.0003512403,0.0008010009,0.001081708],"domain_scores_gemma":[0.9906295,0.006026275,0.0006148033,0.0003676498,0.0003485161,0.002013298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004151315,0.0001415966,0.001991854,0.0001694697,0.00001320994,0.0008748262,0.8805652,0.00007582609,0.0002743361,0.07367286,0.007819343,0.03435997],"study_design_scores_gemma":[0.00002868011,0.0001038358,0.001820408,0.0005055995,0.00001154748,0.0009249999,0.9108734,0.0002014889,0.0002052592,0.03301415,0.05227527,0.00003537898],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4895315,0.02168869,0.008467642,0.2341453,0.002939473,0.0002362445,0.00001728497,0.0001586257,0.2428152],"genre_scores_gemma":[0.985163,0.00322126,0.001483606,0.005741425,0.0003445374,0.00009019805,0.000004518582,0.0000348819,0.00391657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003884,"threshold_uncertainty_score":0.05227578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06764519650924086,"score_gpt":0.431366470495692,"score_spread":0.3637212739864512,"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."}}