{"id":"W2766723571","doi":"10.5465/ambpp.2017.34","title":"Talent Management – Unscrambled","year":2017,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Talent management; Human resource management; Knowledge management; Taxonomy (biology); Sociology; Computer 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008468828,0.0005010591,0.0004934251,0.0008280383,0.0009627443,0.001023649,0.002503961,0.0001426271,0.0004905699],"category_scores_gemma":[0.00002566453,0.0004956439,0.000269123,0.0003191998,0.0002857139,0.002631218,0.002693076,0.0002799241,0.0009933651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005639043,"about_ca_system_score_gemma":0.000002071152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004448993,"about_ca_topic_score_gemma":0.000001465442,"domain_scores_codex":[0.9965696,0.000003132838,0.0007362958,0.0008700023,0.001027017,0.0007939591],"domain_scores_gemma":[0.9981669,0.000009054608,0.00119928,0.0004899257,0.00008940511,0.00004543344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001021219,0.0002799284,0.01444406,0.003301381,0.000552227,0.00003359793,0.00004388954,0.00001387976,0.00008397277,0.8865463,0.05262344,0.04197518],"study_design_scores_gemma":[0.002318919,0.00002158025,0.2201501,0.0004642768,0.0006068867,0.000001843325,0.0007266825,0.0004074999,0.0002146846,0.023138,0.7512168,0.0007327416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3188484,0.00007722475,0.00005673521,0.003817336,0.0002212019,0.001247245,0.000001511595,0.0002749874,0.6754554],"genre_scores_gemma":[0.9806966,0.0002723634,0.0007403746,0.002665033,0.0007553575,0.0001787005,0.000008271073,0.0000785528,0.01460472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8634083,"threshold_uncertainty_score":0.9997845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772279653511966,"score_gpt":0.2589147578197759,"score_spread":0.2311919612846562,"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."}}