{"id":"W4415571028","doi":"10.1386/dj_00029_1","title":"Learning from our fish out of water: Drama therapists adapting across culture","year":2025,"lang":"en","type":"article","venue":"Dramatherapy","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Drama; Drama therapy; Exploratory research; Training (meteorology); Fish <Actinopterygii>; Experiential learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002474272,0.0002003389,0.0003067112,0.00003918861,0.0006932273,0.0001414414,0.000221973,0.00009061103,0.0002860681],"category_scores_gemma":[0.000005148771,0.0001393963,0.0001415438,0.00002697941,0.00009239146,0.0001710186,0.0000415302,0.0002749185,0.00005651177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004370318,"about_ca_system_score_gemma":0.00002821095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434327,"about_ca_topic_score_gemma":0.0007349458,"domain_scores_codex":[0.9987483,0.0001013784,0.0003500064,0.0002512134,0.0001666586,0.0003824282],"domain_scores_gemma":[0.9995013,0.00003795016,0.0001093183,0.0002146729,0.00008535199,0.00005141848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002926532,0.0002422501,0.0006261733,0.00009123268,0.0002425435,0.000004482957,0.890294,0.0000154465,0.01156086,0.02899364,0.003642118,0.06399463],"study_design_scores_gemma":[0.00133719,0.0002857697,0.0001216289,0.0001954274,0.00001127981,3.956325e-7,0.08050535,0.00009405686,0.01733274,0.006115488,0.8937666,0.0002340935],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778725,0.0006977164,0.0001490628,0.00192449,0.001200691,0.0002973555,0.00006149639,0.0001756328,0.01762108],"genre_scores_gemma":[0.9602036,0.000316037,0.00008756788,0.001940824,0.0004604002,0.00002089231,0.00007275952,0.0000262205,0.03687165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8901244,"threshold_uncertainty_score":0.5684417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425285853073616,"score_gpt":0.307241318110074,"score_spread":0.2729884595793379,"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."}}