{"id":"W4362519001","doi":"10.26522/ssj.v17i2.3897","title":"Pink.Glitter.Violence. (Creative Intervention)","year":2023,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychology; Sociology; Criminology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799424,0.0000973943,0.000178657,0.00006774413,0.000879335,0.00001843074,0.00008723544,0.00002399611,0.0003740592],"category_scores_gemma":[0.00004784166,0.00008713202,0.00006621805,0.00009300203,0.0004407215,0.0001144784,0.00009599294,0.0001159148,0.0003714234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098934,"about_ca_system_score_gemma":0.000012104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001182803,"about_ca_topic_score_gemma":0.0009214086,"domain_scores_codex":[0.9991814,0.00008733615,0.0002100044,0.0001469626,0.0001225718,0.0002517391],"domain_scores_gemma":[0.9996942,0.000108345,0.00005664184,0.00005296003,0.0000661898,0.00002170907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008333829,0.0001154223,0.0001471903,0.0005401774,0.0001201429,0.00002349779,0.5968263,0.00000150561,0.000003165703,0.2872528,0.08219676,0.0326898],"study_design_scores_gemma":[0.0006527944,0.0001533178,0.00121208,0.0003852159,0.00007332363,4.406057e-7,0.7367266,0.00001330392,0.00001239312,0.02525112,0.235334,0.0001854432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.70055,0.002489804,0.00001549104,0.003103537,0.009396484,0.0005595767,0.00008425802,0.0003940562,0.2834069],"genre_scores_gemma":[0.9779848,0.001943574,0.00001028309,0.001070767,0.002619912,0.00007835635,0.00001357709,0.00001268462,0.01626601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774349,"threshold_uncertainty_score":0.6763223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516194083073904,"score_gpt":0.4213292494991933,"score_spread":0.2697098411918029,"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."}}