{"id":"W6997088737","doi":"","title":"Top performing managers by category: separate accounts, 2nd Quarter 2022","year":2022,"lang":"en","type":"other","venue":"","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000349273,0.0006495464,0.0005189725,0.001051607,0.0003793458,0.0006860506,0.0008895908,0.0001925909,0.3962764],"category_scores_gemma":[0.000007441989,0.0006226178,0.000235577,0.0005291648,0.00006270571,0.0004985085,0.0008350501,0.0004553625,0.007951975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119831,"about_ca_system_score_gemma":0.00001481803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002492491,"about_ca_topic_score_gemma":0.0005068223,"domain_scores_codex":[0.9972191,0.00001798095,0.0003904339,0.0008789092,0.0007661462,0.0007274499],"domain_scores_gemma":[0.9986711,0.00001307873,0.0004663522,0.0007959789,0.00002579476,0.00002770948],"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":[0.00001152666,0.00008010233,0.000746222,0.0004315574,0.0002060631,0.00005857485,0.00002726821,0.000009782854,0.000007044628,0.004457686,0.9922169,0.001747202],"study_design_scores_gemma":[0.0005171926,0.00001195805,0.00004567586,0.00003591001,0.0001932347,0.00000102142,0.001191903,0.0003160206,0.000001512235,0.0001363895,0.996742,0.0008071804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00111509,0.0007502303,0.00004004834,0.0005739725,0.0008119399,0.0007914783,0.00002647323,0.0007400535,0.9951507],"genre_scores_gemma":[0.004808113,0.0001202591,0.00001521782,0.006106843,0.001851566,0.0001853222,0.001142272,0.0006881037,0.9850823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3883244,"threshold_uncertainty_score":0.9996225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007307051680965303,"score_gpt":0.2027395587509477,"score_spread":0.1954325070699824,"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."}}