{"id":"W2346804371","doi":"10.82396/cjcd.v14i1.3085","title":"Assessing the Multicultural and Social Justice Competencies of Career Development Practitioners","year":2021,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Athabasca University","funders":"","keywords":"Career development; Cultural competence; Career counseling; Psychology; Public relations; Social work; Multiculturalism; Competence (human resources); Pedagogy; Sociology; 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":[0.0001693973,0.0001260564,0.0001840509,0.00003609659,0.001095901,0.0001119472,0.0001720053,0.00008920251,0.00004671225],"category_scores_gemma":[0.00007187606,0.00008787078,0.00009568423,0.0001181718,0.0006154613,0.0005773829,0.0001071437,0.0002047912,0.00001165344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004765893,"about_ca_system_score_gemma":0.0002931248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748967,"about_ca_topic_score_gemma":0.00006707757,"domain_scores_codex":[0.9988974,0.0001394329,0.000235129,0.000222191,0.0003577045,0.0001480983],"domain_scores_gemma":[0.998684,0.0004449262,0.0002179333,0.0001646215,0.0004498965,0.00003864431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003279449,0.003903023,0.1635602,0.001813613,0.006313098,0.003748073,0.4437545,0.002716413,0.02112024,0.1629309,0.03942133,0.1474392],"study_design_scores_gemma":[0.001787686,0.00008566363,0.460087,0.0002168622,0.0005091188,0.000934066,0.1068563,0.0003226271,0.0005449388,0.0001452585,0.4280744,0.0004359903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627029,0.0007669624,0.0009847041,0.001268373,0.0005522168,0.0001251143,0.00002948594,0.00002479848,0.03354543],"genre_scores_gemma":[0.9975055,0.00003764066,0.000492731,0.00007587368,0.00008858496,4.976644e-7,0.00005379516,0.000004950976,0.001740431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3886531,"threshold_uncertainty_score":0.8428895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568728979805447,"score_gpt":0.2784797523080185,"score_spread":0.242792462509964,"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."}}