{"id":"W3023211952","doi":"10.5489/cuaj.6574","title":"Why do we ignore our existing talent pool?","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01990886,0.0004513616,0.0009464654,0.002278565,0.0114971,0.01230976,0.003180823,0.005935043,0.0194173],"category_scores_gemma":[0.0763371,0.0003542158,0.0006675336,0.001860602,0.02029691,0.01708518,0.007137269,0.0153072,0.005303368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007739151,"about_ca_system_score_gemma":0.02960643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06124396,"about_ca_topic_score_gemma":0.08928682,"domain_scores_codex":[0.9883996,0.002985848,0.0003453176,0.001190129,0.004492857,0.00258615],"domain_scores_gemma":[0.9378417,0.01640564,0.003002129,0.002126859,0.01531165,0.02531203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001374212,0.0002050599,0.01315601,0.0004126249,0.0001319073,0.0004535356,0.00934481,0.0002668683,0.0003807232,0.1219587,0.7161483,0.1374041],"study_design_scores_gemma":[0.00008082241,0.00008337082,0.0116638,0.0009555143,0.0001000152,0.000433747,0.02156489,0.0005386494,0.0004992536,0.2656119,0.6983001,0.0001679067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00700646,0.004431766,0.001884107,0.9607754,0.005220641,0.00001363062,0.00008455039,0.00009057276,0.02049287],"genre_scores_gemma":[0.338477,0.008006457,0.004032347,0.6023906,0.009276118,0.0001018582,0.0001598218,0.0004361071,0.03711955],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.938756,"threshold_uncertainty_score":0.121775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335050014517186,"score_gpt":0.2180759477531763,"score_spread":0.1847254476080045,"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."}}