{"id":"W6980412539","doi":"","title":"Canadian professional standard for counselling and psychotherapy entry-to-practice competency assessment: a mixed methods exploration of the national development process","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Process (computing); Scope (computer science); Professional development; Test (biology); Legislature; Vetting; Licensure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07790531,0.0003179744,0.0005677187,0.004030433,0.01042892,0.004816902,0.002812543,0.0006867864,0.001540056],"category_scores_gemma":[0.08822376,0.0005933192,0.0004363007,0.004495784,0.003935432,0.001312448,0.004207982,0.002195316,0.0002083176],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09701376,"about_ca_system_score_gemma":0.3171253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.865217,"about_ca_topic_score_gemma":0.9535134,"domain_scores_codex":[0.9553534,0.01656466,0.00235203,0.002014501,0.02196049,0.001754914],"domain_scores_gemma":[0.9244393,0.02076208,0.002414899,0.003814039,0.04465073,0.003919017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001920033,0.0007602547,0.07263707,0.001610181,0.00004432421,0.0003018997,0.1859664,0.0009484447,0.002270599,0.03773583,0.02617968,0.6713533],"study_design_scores_gemma":[0.0001818406,0.001025619,0.4174207,0.004032113,0.0001290367,0.0004508934,0.2682085,0.008034717,0.006030527,0.0150923,0.2789654,0.0004283915],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7033692,0.005127656,0.07323028,0.02627892,0.0006361871,0.04655613,0.003056801,0.0003721407,0.1413728],"genre_scores_gemma":[0.7687161,0.002642895,0.199565,0.001767876,0.0000243535,0.01129961,0.001366247,0.00008508407,0.01453292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9029862,"threshold_uncertainty_score":0.7038873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293008069822222,"score_gpt":0.3809357332710117,"score_spread":0.3380056525727895,"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."}}