{"id":"W2758340715","doi":"10.1080/17454832.2017.1378241","title":"Positive arts interventions: creative clinical tools promoting psychological well-being","year":2017,"lang":"en","type":"article","venue":"International Journal of Art Therapy","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Psychological intervention; Meaning (existential); Psychology; Psychotherapist; Art therapy; Globe; Aesthetics; Social psychology; Visual arts; Art; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001086685,0.0001351788,0.0002712242,0.00009953877,0.0005621429,0.0005214588,0.0006746894,0.00005115966,0.00291081],"category_scores_gemma":[0.000136264,0.00009863904,0.0004679472,0.000007135434,0.0003477677,0.0009716185,0.00006107792,0.0003487815,0.0001416975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006260486,"about_ca_system_score_gemma":0.00003199335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001354891,"about_ca_topic_score_gemma":0.00003483444,"domain_scores_codex":[0.9983284,0.0001422781,0.0008340586,0.0001605812,0.0003667948,0.0001678429],"domain_scores_gemma":[0.9979653,0.0001722538,0.001063984,0.0001705702,0.0005221384,0.0001057018],"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":[0.004208182,0.004098206,0.008454924,0.00001959955,0.002001562,0.0004814729,0.05473438,0.000003580088,0.0004298867,0.2169107,0.01741508,0.6912424],"study_design_scores_gemma":[0.009139653,0.007765327,0.0723187,0.002685767,0.00006236731,0.0004969089,0.004716443,0.00005956264,0.002268034,0.05836241,0.8415248,0.0005999851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558821,0.0002962817,0.0004203014,0.009660124,0.005628258,0.0002514214,0.00001969121,0.00002310444,0.1278187],"genre_scores_gemma":[0.9904188,0.001159293,0.0003037482,0.001811068,0.00303936,0.000005057507,0.000008797137,0.00001441376,0.003239477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8241097,"threshold_uncertainty_score":0.9980007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2188523800432964,"score_gpt":0.4738599447529879,"score_spread":0.2550075647096915,"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."}}