{"id":"W241410202","doi":"","title":"CONTEMPLATING REGULATION OF COUNSELLORS IN CANADIAN SCHOOLS: CURRENT ISSUES AND CONCERNS","year":2010,"lang":"en","type":"article","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Referral; Mental health; Welfare; Psychology; Medical education; Nursing; Public relations; Political science; Medicine; Pedagogy; Psychiatry; Law","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":[0.02903313,0.0002959345,0.000621964,0.002832853,0.0293936,0.01102495,0.007586254,0.007910093,0.004943886],"category_scores_gemma":[0.04648959,0.000583152,0.0006499016,0.005546762,0.01668545,0.004749305,0.003451861,0.007324571,0.0002598111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1161811,"about_ca_system_score_gemma":0.2907661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9812719,"about_ca_topic_score_gemma":0.9912287,"domain_scores_codex":[0.9699192,0.006256418,0.001778504,0.002204668,0.01202015,0.007821037],"domain_scores_gemma":[0.9199486,0.02122607,0.007931491,0.001478263,0.02975857,0.019657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002364938,0.0006891579,0.2481859,0.002523688,0.00008936735,0.003923179,0.1862512,0.0004798327,0.001294904,0.07389885,0.1161276,0.3662998],"study_design_scores_gemma":[0.00005756594,0.0002065715,0.1957156,0.005179139,0.0001217217,0.001586798,0.5247942,0.0006823056,0.0009226442,0.008102294,0.2623357,0.0002955129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1741051,0.03772409,0.00115583,0.7481458,0.001333517,0.0001848005,0.000200974,0.00007865407,0.03707125],"genre_scores_gemma":[0.8591369,0.02675745,0.003536775,0.1031569,0.0004881748,0.00009860785,0.0001099186,0.00003306378,0.006682129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1161811,"threshold_uncertainty_score":0.842957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728870728396724,"score_gpt":0.4143166895595313,"score_spread":0.3470279822755641,"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."}}