{"id":"W7006069577","doi":"","title":"Susan Beniston MFA, ATR-BC, RCAT","year":2020,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Art therapy; Resilience (materials science); Psychological resilience; General partnership; Creativity; Presentation (obstetrics); Mental health","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002100953,0.0005014316,0.0004905818,0.00008902801,0.003558428,0.000250002,0.000523341,0.000159208,0.002184738],"category_scores_gemma":[0.00002640183,0.0004876136,0.0003389167,0.000157352,0.00121592,0.0006027889,0.0001634234,0.0005079685,0.000466562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619634,"about_ca_system_score_gemma":0.0006733165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485191,"about_ca_topic_score_gemma":0.000268471,"domain_scores_codex":[0.996931,0.0001684454,0.0007411829,0.0007562049,0.0007444933,0.0006586846],"domain_scores_gemma":[0.9984698,0.00007921259,0.0002464096,0.0004111276,0.0001743664,0.0006190857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003040027,0.001116263,0.003820326,0.000798567,0.0006157478,0.001090134,0.06520078,0.001695427,0.01254979,0.7172622,0.1868885,0.005922226],"study_design_scores_gemma":[0.0009761375,0.0005017447,0.0002608928,0.00008255458,0.00004822575,0.0001071032,0.005263505,0.0004040893,0.002271599,0.0002398577,0.9892576,0.0005867265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.542602,0.0006715191,0.0003151038,0.003412783,0.003099613,0.0007913921,0.0001450653,0.0005650098,0.4483975],"genre_scores_gemma":[0.9376972,0.00003049717,0.0002561592,0.003493749,0.004152507,0.00008303158,0.00006935221,0.00006813673,0.05414936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8023691,"threshold_uncertainty_score":0.9997575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595860182782344,"score_gpt":0.2184870353471841,"score_spread":0.1925284335193606,"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."}}