{"id":"W7115580161","doi":"10.82396/cjcd.v22i2","title":"Canadian Journal of Career Development, Vol. 22 No. 2 (2023)","year":2023,"lang":"en","type":"article","venue":"","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","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":[0.001338737,0.0004678212,0.0004482701,0.002357578,0.004496695,0.004240929,0.0009837272,0.002417787,0.266912],"category_scores_gemma":[0.003846768,0.0004265668,0.0004156326,0.002683242,0.001201986,0.0006598887,0.001419332,0.001883002,0.05443919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0151165,"about_ca_system_score_gemma":0.05441435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8093023,"about_ca_topic_score_gemma":0.9292369,"domain_scores_codex":[0.9983267,0.00007166305,0.00004580367,0.00008417831,0.001054404,0.0004172209],"domain_scores_gemma":[0.9957968,0.0001426984,0.00005458649,0.0000809614,0.002390737,0.001534138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002702045,0.00002622061,0.002184574,0.0001139966,0.000006341637,0.00006787949,0.0000648114,0.0000605351,0.0002170505,0.002149734,0.9553073,0.03977445],"study_design_scores_gemma":[0.00001194348,0.00001058236,0.01335901,0.0001566279,0.000006134481,0.00009338622,0.0002752029,0.0001333848,0.0001093312,0.0005944859,0.9852375,0.00001228804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01239515,0.03581449,0.0006674939,0.0699568,0.0333125,0.0002074702,0.008474721,0.0004247722,0.8387467],"genre_scores_gemma":[0.03749466,0.0120853,0.001009609,0.006652898,0.001431102,0.00004438544,0.002875053,0.0001172653,0.9382896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8093023,"threshold_uncertainty_score":0.8929094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390318297813522,"score_gpt":0.2524628133549148,"score_spread":0.2134309835735626,"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."}}