{"id":"W3010318479","doi":"10.1021/cen-09808-editorial","title":"Missing out on talent","year":2020,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009889917,0.0002355809,0.0001999762,0.0000608426,0.0001348706,0.0003733548,0.0003996806,0.00005093583,0.0007104346],"category_scores_gemma":[0.00007806743,0.0002195248,0.0001514305,0.0002086559,0.00003538875,0.0003395764,0.0003714864,0.000118102,0.007145703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000731938,"about_ca_system_score_gemma":0.000007606404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003819591,"about_ca_topic_score_gemma":0.00001054112,"domain_scores_codex":[0.9986287,0.00001139525,0.0002472216,0.0004080745,0.0003568367,0.0003477153],"domain_scores_gemma":[0.9995366,0.00001182794,0.0001205628,0.0002475428,0.00003346864,0.00004994964],"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":[0.0008483449,0.001074158,0.117157,0.001236244,0.0003793302,0.0009978592,0.00118786,0.001465874,0.000259182,0.07581222,0.637159,0.162423],"study_design_scores_gemma":[0.0008867027,0.00003639029,0.007924514,0.000119481,0.00007524465,8.655123e-7,0.0002597764,0.004083117,0.00001703933,0.0009514364,0.9852916,0.0003538193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4377747,0.0001870256,0.002220675,0.01714603,0.0008415403,0.0005592375,0.00001326229,0.0006266024,0.5406309],"genre_scores_gemma":[0.9714696,0.000006526895,0.00005050609,0.02641422,0.001524956,0.000009433295,0.00002518168,0.00002258149,0.0004769953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.540154,"threshold_uncertainty_score":0.9936274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223442653285319,"score_gpt":0.2391746141583282,"score_spread":0.216940187625475,"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."}}