{"id":"W7115588953","doi":"10.82396/cjcd.v9i1.3028","title":"A Model for the Education of Career Practitioners in Canada","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career development; Process (computing); Career portfolio; Curriculum; Field (mathematics); Career Pathways; Professional development","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":[0.003073534,0.000520291,0.0002624609,0.002613894,0.01772201,0.008651255,0.002438796,0.002899509,0.01412524],"category_scores_gemma":[0.0042986,0.0003861768,0.0005196299,0.002686139,0.007084474,0.003340782,0.004507569,0.003187808,0.002155883],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1116525,"about_ca_system_score_gemma":0.2744293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9477336,"about_ca_topic_score_gemma":0.9739771,"domain_scores_codex":[0.9955016,0.001519142,0.0000801581,0.0002882442,0.001083397,0.001527525],"domain_scores_gemma":[0.9953752,0.0002655989,0.00009782558,0.00009219297,0.001707762,0.002461551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005203896,0.0002418865,0.009881878,0.0001352553,0.00001119999,0.0008872799,0.03527601,0.005649589,0.0004593206,0.8225054,0.06128639,0.06361372],"study_design_scores_gemma":[0.0001506469,0.0001790974,0.01404854,0.0007664189,0.00002918472,0.0005616247,0.08281181,0.02137183,0.0003206663,0.1181177,0.7614972,0.0001453245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06335952,0.0009140106,0.04781156,0.09153016,0.0007208401,0.001554099,0.0005786845,0.0004559588,0.7930751],"genre_scores_gemma":[0.7002081,0.001611677,0.07674011,0.005455899,0.00007398985,0.001073331,0.0004274046,0.0001320681,0.2142775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8883474,"threshold_uncertainty_score":0.8100996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180676433959511,"score_gpt":0.245286791246577,"score_spread":0.2234800269069819,"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."}}