{"id":"W2912065375","doi":"10.4103/intv.intv_54_18","title":"Developing a culturally relevant counselling psychology degree programme in Afghanistan: Results from a DACUM study","year":2018,"lang":"en","type":"article","venue":"Intervention","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Afghan; Operationalization; Competence (human resources); Medical education; Curriculum; Psychology; Context (archaeology); Professional development; Medicine; Pedagogy; Social psychology; Political science","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":[0.0017159,0.0002073282,0.0002639439,0.0001610325,0.0001187512,0.0001264769,0.0003179008,0.0001699413,0.0004746367],"category_scores_gemma":[0.0001666312,0.000186146,0.000123771,0.0003315165,0.00005855763,0.0002321018,0.00003953276,0.000328773,0.0006468134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008105677,"about_ca_system_score_gemma":0.00002052475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004670954,"about_ca_topic_score_gemma":0.01728403,"domain_scores_codex":[0.9971583,0.0004861468,0.0009349072,0.0007406226,0.0002560461,0.0004239232],"domain_scores_gemma":[0.9987059,0.0001945934,0.0002960458,0.0005089568,0.0002362012,0.00005826238],"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":[0.005826201,0.003140643,0.004533859,0.00002435077,0.0002901422,0.0003611408,0.06203243,0.000001825212,0.0009402115,0.000893692,0.001799222,0.9201563],"study_design_scores_gemma":[0.03559549,0.01293822,0.2231915,0.002523764,0.0003301103,0.0001925259,0.04574556,0.002048869,0.0002627392,0.0189122,0.6562366,0.00202236],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807091,0.001257069,0.01145153,0.001172647,0.002300686,0.0006879866,0.00001891426,0.0001290081,0.002273042],"genre_scores_gemma":[0.9955965,0.0001637287,0.00271009,0.0002008502,0.0003088245,0.00007471592,0.00008155083,0.00002822897,0.0008355617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9181339,"threshold_uncertainty_score":0.9644892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551224941501758,"score_gpt":0.431061165891603,"score_spread":0.2759386717414272,"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."}}