{"id":"W7093447229","doi":"","title":"Career and guidance counsellors working in french language secondary schools in Ontario : an inventory of current tasks and perceived competence","year":2022,"lang":"en","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Guidance system; Career development; Cognitive Information Processing; Career counseling; Formal education","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":[0.001782925,0.0003078807,0.0003027949,0.001588763,0.004725446,0.001942378,0.0008442844,0.0004320666,0.00394182],"category_scores_gemma":[0.003013638,0.0004426478,0.0003374429,0.001843988,0.00128634,0.0005699763,0.001354168,0.0006932644,0.0006753416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01713607,"about_ca_system_score_gemma":0.02552378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9041246,"about_ca_topic_score_gemma":0.9704511,"domain_scores_codex":[0.998307,0.0002260166,0.0001087318,0.0001282137,0.0006269205,0.0006030527],"domain_scores_gemma":[0.9948257,0.0003512315,0.00128944,0.0000988739,0.001531568,0.001903103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005612064,0.0001487542,0.9056036,0.00006785322,0.00001171935,0.0001944766,0.07917543,0.0000434437,0.0008121885,0.0001301478,0.002599769,0.01115649],"study_design_scores_gemma":[0.000003992919,0.00006025182,0.9368447,0.00003204402,0.000003595528,0.00003295188,0.05974304,0.00008176603,0.0000611542,0.00001441883,0.003111872,0.00001013325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979386,0.00005882931,0.00002116969,0.0001431337,0.00000302179,0.00002979505,0.0001831644,0.00000445458,0.001617825],"genre_scores_gemma":[0.9961646,0.0001808761,0.0002120585,0.0000821916,0.000002804976,0.00004524482,0.0003120678,0.000004878055,0.002995323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09587544,"threshold_uncertainty_score":0.1928801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575845453376606,"score_gpt":0.204991689375026,"score_spread":0.1892332348412599,"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."}}