{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004372946,0.0009819804,0.0004491011,0.002420301,0.0008849347,0.002629338,0.0008874062,0.002131908,0.1423282],"category_scores_gemma":[0.002859627,0.0004051418,0.0003929321,0.003411404,0.000220897,0.001258624,0.001100903,0.001270693,0.1190968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945344,"about_ca_system_score_gemma":0.003510066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06509093,"about_ca_topic_score_gemma":0.09857088,"domain_scores_codex":[0.9993741,0.00002486391,0.00003152744,0.00006945771,0.0003128939,0.000187211],"domain_scores_gemma":[0.9980795,0.00009792714,0.0003396113,0.00007415003,0.0009065379,0.0005023339],"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":[0.0001047495,0.00005058424,0.002917658,0.00004979498,0.000004119388,0.00001916579,0.0000131863,0.00009511493,0.00014824,0.0004587297,0.978534,0.01760464],"study_design_scores_gemma":[0.0001150497,0.00006445699,0.1583097,0.0001406027,0.0000175152,0.00007985668,0.0002579367,0.001259649,0.0009703215,0.001039999,0.8377094,0.00003539083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0240306,0.001736753,0.0005894917,0.007066268,0.003324575,0.0003094496,0.6774729,0.002042707,0.2834272],"genre_scores_gemma":[0.02642366,0.001172894,0.0004722049,0.0009486484,0.0007427863,0.0002825657,0.1551602,0.0002134999,0.8145835],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1423282,"threshold_uncertainty_score":0.4761353,"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."}}