{"id":"W2599705120","doi":"10.3968/9239","title":"Empirical Study of Career Management and Engagement","year":2017,"lang":"en","type":"article","venue":"Canadian social science","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Career management; Mediation; Promotion (chess); Psychology; Vocational education; Social psychology; Public relations; Applied psychology; Sociology; Political science; Pedagogy; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003303943,0.0001379859,0.0002698129,0.001274609,0.001310743,0.001832993,0.0004204764,0.0005287855,0.006425493],"category_scores_gemma":[0.02784002,0.0001318189,0.000208912,0.001851706,0.001097132,0.001367338,0.001745276,0.001254156,0.00049757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008545503,"about_ca_system_score_gemma":0.0009925847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963326,"about_ca_topic_score_gemma":0.002700442,"domain_scores_codex":[0.9968895,0.001738574,0.0001587634,0.0001704885,0.0006407956,0.0004019236],"domain_scores_gemma":[0.9646596,0.02178671,0.007488747,0.0009236205,0.002276528,0.002864756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007706774,0.0008284055,0.9457266,0.000138009,0.00006069851,0.0001658705,0.009490921,0.0003076716,0.0002424437,0.01027278,0.0008964103,0.03179315],"study_design_scores_gemma":[0.00001295278,0.0001532607,0.966262,0.0001392555,0.00002156264,0.0002021507,0.0206678,0.001187583,0.0002115862,0.003771145,0.007353085,0.00001758784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798988,0.0002662906,0.0005721157,0.0008570858,0.00001012291,0.00002051244,0.00009310856,0.00000525841,0.0182767],"genre_scores_gemma":[0.9988616,0.0001034263,0.0001622378,0.00005922196,0.000008221374,0.00001702428,0.00006993395,0.000001603357,0.0007168318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006425493,"threshold_uncertainty_score":0.02149546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06420288787375619,"score_gpt":0.2933786094967133,"score_spread":0.2291757216229572,"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."}}