{"id":"W7132972227","doi":"","title":"Predicting career progression amongst high potential employees: Job performance, career clarity, developmental implications","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career development; Personality; Variance (accounting); Context (archaeology); Identification (biology); Big Five personality traits; Cognitive Information Processing; Sample (material); Job performance","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":[0.001442264,0.0001703702,0.0001024229,0.0006830244,0.0006858213,0.0007292795,0.0002954855,0.0002886912,0.001443894],"category_scores_gemma":[0.005371378,0.0001036339,0.0001388422,0.0003355767,0.0003182768,0.0002969661,0.0006689799,0.000535291,0.0001677581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981529,"about_ca_system_score_gemma":0.001057402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01763298,"about_ca_topic_score_gemma":0.05523125,"domain_scores_codex":[0.9996517,0.0001136028,0.0000176587,0.0000216175,0.0001120084,0.00008343803],"domain_scores_gemma":[0.9969317,0.00102825,0.0006403247,0.00005477999,0.0003458525,0.0009990558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002693122,0.00006939744,0.9933221,0.000008841356,0.000004498461,0.00003210648,0.0005875138,0.00006890507,0.0002449959,0.00004160978,0.00004522173,0.005547905],"study_design_scores_gemma":[0.000001594891,0.00007819233,0.9976738,0.0000121624,0.000002819073,0.00004973877,0.001544429,0.0003890766,0.00007632996,0.00005346277,0.0001151823,0.000003234532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995099,0.00003687842,0.00007161577,0.00004868277,0.000001159212,0.000004965405,0.0000172643,6.750378e-7,0.0003088776],"genre_scores_gemma":[0.9996394,0.00003142014,0.0001641748,0.000006392674,0.000001436977,0.000003054193,0.00003540855,2.631992e-7,0.0001184937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01763298,"threshold_uncertainty_score":0.0350607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405303012942526,"score_gpt":0.3664941675734512,"score_spread":0.3324411374440259,"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."}}