{"id":"W4408432919","doi":"10.1017/9781009489188.009","title":"Talent Management","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business","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"],"consensus_categories":[],"category_scores_codex":[0.0001222824,0.000573546,0.0004595402,0.0008666369,0.0003391929,0.0002615276,0.0009341553,0.0002468806,0.00008172258],"category_scores_gemma":[0.000003202067,0.0006848774,0.0003824087,0.00002736488,0.0001524627,0.0002395661,0.001950214,0.000371613,0.0004531663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892896,"about_ca_system_score_gemma":0.00001875927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174474,"about_ca_topic_score_gemma":0.000004426418,"domain_scores_codex":[0.998031,0.000006511353,0.0002859307,0.0007756249,0.0004676357,0.0004333541],"domain_scores_gemma":[0.998647,0.00001832046,0.0003333282,0.0008366295,0.000130894,0.00003378125],"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":[0.00003928837,0.0000165913,0.000002996348,0.0007506392,0.0002911208,0.000546346,0.000002551574,0.000004359943,4.632784e-7,0.675135,0.3192773,0.003933375],"study_design_scores_gemma":[0.0007310122,0.000007202331,0.00003186368,0.0004792932,0.0008838853,0.000001025042,0.00004688413,0.0001011675,0.000002924995,0.00008795796,0.9969942,0.0006325648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005676099,0.0001249579,0.0002257941,0.00006634084,0.000474082,0.000930661,0.00003746813,0.0003918327,0.9976921],"genre_scores_gemma":[0.0007123667,0.0001126727,0.00003843836,0.00095832,0.0005863214,0.000003453915,0.0001548636,0.00006193008,0.9973716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.677717,"threshold_uncertainty_score":0.9995602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598133137578737,"score_gpt":0.1765118852154489,"score_spread":0.1605305538396616,"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."}}