{"id":"W2141092050","doi":"","title":"Fostering Multicultural and Social Justice Competence Through Counsellor Education Pedagogy","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Athabasca University","funders":"","keywords":"Pedagogy; Psychology; Curriculum; Multicultural education; Social justice; Multiculturalism; Cultural competence; Competence (human resources); Thematic analysis; Social psychology; Sociology; Qualitative research; Criminology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005969473,0.0001633161,0.0002460701,0.0001091747,0.0004095073,0.0001842833,0.0001419204,0.0001213933,0.000182855],"category_scores_gemma":[0.000002880918,0.0001444819,0.00005629651,0.00008536915,0.0001236435,0.0002438906,3.041515e-7,0.0002900355,0.0000100851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008111723,"about_ca_system_score_gemma":0.0001323443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049885,"about_ca_topic_score_gemma":0.002665071,"domain_scores_codex":[0.9988655,0.0001510724,0.0003539128,0.0002065293,0.0001458128,0.0002771944],"domain_scores_gemma":[0.9988994,0.0002298102,0.0002436588,0.0001195522,0.0002770777,0.000230487],"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":[0.0003284379,0.00006706146,0.0001208257,0.0000866288,0.0001151054,0.00001579259,0.1920636,0.00002620284,0.0007819121,0.009730444,0.006942856,0.7897212],"study_design_scores_gemma":[0.0009673689,0.0002754646,0.0002126875,0.0001007329,0.00009098739,0.0005113391,0.00231279,0.0003197327,0.000006522744,0.01617887,0.9787971,0.0002263669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.844292,0.1026622,0.03974403,0.005143796,0.005703644,0.0001784419,0.000009745181,0.00001869857,0.002247378],"genre_scores_gemma":[0.8676068,0.124211,0.001240366,0.004620805,0.001577824,0.000003784613,0.0000040853,0.00003833675,0.0006969866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9718543,"threshold_uncertainty_score":0.5891802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762157591769186,"score_gpt":0.367654706329072,"score_spread":0.3200331304113802,"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."}}