{"id":"W4415868653","doi":"10.1108/pr-01-2025-0067","title":"Perceived value of external job mobility: development and validation of job mobility mindset","year":2025,"lang":"en","type":"article","venue":"Personnel Review","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conceptualization; Mindset; Competence (human resources); Value (mathematics); Job analysis; Measure (data warehouse); Job design; Extant taxon","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":[0.002411659,0.0001006858,0.0003763801,0.00004592418,0.0001724805,0.00001464129,0.0001838093,0.00006016385,0.000483219],"category_scores_gemma":[0.0008343449,0.000091291,0.00009220209,0.0003212312,0.0002979488,0.00009391592,0.00003913595,0.00007628187,0.000007926369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321925,"about_ca_system_score_gemma":0.0005073351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346279,"about_ca_topic_score_gemma":0.0002322464,"domain_scores_codex":[0.9983356,0.000455031,0.0004975736,0.0002680348,0.0002890638,0.0001547116],"domain_scores_gemma":[0.9991041,0.0001771058,0.0001425949,0.0002546051,0.000236514,0.00008511238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002670967,0.000782353,0.7767167,0.01456694,0.00007058606,3.951775e-7,0.1233335,0.000004119959,0.000775325,0.004900439,0.001356987,0.07746591],"study_design_scores_gemma":[0.0002440382,0.00002746683,0.9527717,0.003218567,0.0001221249,4.791067e-7,0.005269864,0.000007017497,0.0009280919,0.0007267475,0.03648602,0.0001978697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832125,0.01288093,0.0001124414,0.001070799,0.000150325,0.0005934901,0.000006342672,0.00001518422,0.001958021],"genre_scores_gemma":[0.9908782,0.005830973,0.00225624,0.0002356085,0.00002512146,0.0000570781,0.000003917806,0.000003660208,0.0007091651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176055,"threshold_uncertainty_score":0.5290909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668364074753879,"score_gpt":0.3679097793165305,"score_spread":0.3212261385689917,"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."}}