{"id":"W4386219632","doi":"10.1007/s40505-023-00256-4","title":"Relative performance evaluation in organizations with information networks","year":2023,"lang":"en","type":"article","venue":"Economic Theory Bulletin","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Complementarity (molecular biology); Compensation (psychology); Order (exchange); Public finance; Function (biology); Network structure; Microeconomics; Computer science; Private information retrieval; Quarter (Canadian coin); Mathematical optimization; Econometrics; Economics; Mathematics; Distributed computing; Computer security","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":["insufficient_payload"],"category_scores_codex":[0.001648183,0.00007757285,0.0001008344,0.0001184712,0.00033032,0.00005185396,0.0001126849,0.00005324695,0.001459363],"category_scores_gemma":[0.0001013966,0.00008110268,0.00001190815,0.000272602,0.0001530892,0.0004640984,0.00004327889,0.00008550847,0.002670279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958379,"about_ca_system_score_gemma":0.0001375184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003132648,"about_ca_topic_score_gemma":0.0004806775,"domain_scores_codex":[0.9992403,0.0001622039,0.0002109571,0.0001203445,0.00006510854,0.000201074],"domain_scores_gemma":[0.9995809,0.0001264451,0.0001019356,0.00009643649,0.0000607464,0.00003357693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001845165,0.00004984441,0.1449138,0.000006586757,0.0000586598,0.000001457479,0.1029508,0.1921624,0.000009489525,0.5287631,0.007155736,0.02374357],"study_design_scores_gemma":[0.00707458,0.0004936274,0.4068269,0.0002456449,0.0001483984,0.000004782055,0.2128387,0.07431489,0.0004192937,0.0227745,0.2725058,0.002352824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190745,0.00003316787,0.0001025253,0.001278418,0.000231892,0.0004407124,0.000004555419,0.0001001217,0.07873411],"genre_scores_gemma":[0.9986335,0.0001454684,0.00009454371,0.00009552734,0.00005766861,0.0000956951,0.0000461487,0.000009366974,0.0008220519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5059886,"threshold_uncertainty_score":0.9994534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306568046467069,"score_gpt":0.2717104431695538,"score_spread":0.2586447627048831,"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."}}