{"id":"W3130624513","doi":"10.1177/0894845321991648","title":"Job Seekers’ Self-Directed Learning Activities Explained Through the Lens of Regulatory Focus","year":2021,"lang":"en","type":"article","venue":"Journal of Career Development","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Regulatory focus theory; Autodidacticism; Promotion (chess); Seekers; Psychology; Context (archaeology); Social psychology; Self-efficacy; Affect (linguistics); Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003037639,0.0001232878,0.0002226952,0.0001152752,0.0002051911,0.00009872823,0.0001394902,0.00005053026,0.0003811341],"category_scores_gemma":[0.0001272122,0.00009251075,0.00008781556,0.0003911316,0.00002771258,0.0007816551,0.00009104886,0.0002155782,0.00001425274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090232,"about_ca_system_score_gemma":0.0003193446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000185407,"about_ca_topic_score_gemma":0.00005008121,"domain_scores_codex":[0.99866,0.00003159306,0.0004666182,0.0001000284,0.0005965361,0.0001452354],"domain_scores_gemma":[0.9984704,0.0000627213,0.0004660676,0.0000966644,0.0008935274,0.00001068015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002107439,0.0004122518,0.8803586,0.0003917679,0.001375665,0.0002442781,0.02238212,0.001032292,0.02616107,0.01089548,0.03978809,0.0167476],"study_design_scores_gemma":[0.0008300326,0.00001157013,0.7899202,0.0001225994,0.0001392057,0.00005721931,0.00752497,0.00002667728,0.01340671,0.0001800241,0.1875645,0.0002163504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929496,0.00052868,0.0003232781,0.001717916,0.0007444405,0.00008678347,6.608734e-7,0.00009823249,0.003550426],"genre_scores_gemma":[0.9957184,0.000031985,0.002891035,0.000402137,0.000317668,0.000002221317,0.000004322449,0.00002154391,0.0006106852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1477764,"threshold_uncertainty_score":0.4173152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906492280271279,"score_gpt":0.2140499569358364,"score_spread":0.1949850341331236,"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."}}