{"id":"W3202146592","doi":"10.7290/tsc030306","title":"Reflection and Readiness: Shared Benefits of Using an Oral Final Evaluation to Assess Counselor Competency","year":2021,"lang":"en","type":"article","venue":"Teaching and Supervision in Counseling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Coursework; Practicum; Competence (human resources); Medical education; Psychology; Internship; Creativity; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1088313,0.0008812447,0.0009179019,0.003363915,0.002203947,0.007351872,0.001987719,0.002342353,0.001936296],"category_scores_gemma":[0.2025538,0.0005697336,0.001062059,0.0009663168,0.004775061,0.006719086,0.009816253,0.003771077,0.0007028232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288272,"about_ca_system_score_gemma":0.009743228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003491959,"about_ca_topic_score_gemma":0.008647223,"domain_scores_codex":[0.8721688,0.1027233,0.004893312,0.002815407,0.01550769,0.00189137],"domain_scores_gemma":[0.8507601,0.09610175,0.008287984,0.01539062,0.02552929,0.003930246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001838773,0.0005744183,0.02699489,0.0006504666,0.00007077491,0.000398529,0.05117224,0.0005196871,0.002107538,0.006613492,0.007518923,0.9031951],"study_design_scores_gemma":[0.0004306578,0.007074424,0.260175,0.02341746,0.0006924132,0.02045529,0.2602968,0.02017052,0.02442923,0.117667,0.2630977,0.002093459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3425171,0.008350849,0.3631726,0.09895854,0.002227376,0.0051002,0.0003608243,0.002531392,0.1767811],"genre_scores_gemma":[0.6650819,0.002804077,0.3171863,0.005305246,0.0004733337,0.001650371,0.0001141123,0.0004105556,0.006974219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1088313,"threshold_uncertainty_score":0.5755616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2165307149698148,"score_gpt":0.4349089278351986,"score_spread":0.2183782128653838,"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."}}