{"id":"W2178640890","doi":"10.3386/w21709","title":"Discretion in Hiring","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Discretion; Economics; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.05489093,0.0001233733,0.0003977294,0.001842561,0.0001025123,0.0001101078,0.0009819552,0.0002852924,0.002000898],"category_scores_gemma":[0.01368452,0.0001092921,0.0001264297,0.0006809052,0.0003136314,0.0002788398,0.0001809252,0.0006499277,0.001465959],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652193,"about_ca_system_score_gemma":0.005734419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005082092,"about_ca_topic_score_gemma":0.0003797695,"domain_scores_codex":[0.9916486,0.0004361389,0.001209343,0.0006132983,0.005836295,0.0002563717],"domain_scores_gemma":[0.9902532,0.002706049,0.00047788,0.0004973731,0.00595466,0.0001109032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005664235,0.00009825605,0.0007932953,0.00001923469,0.00002837629,0.000001379209,0.0001334421,0.004451222,0.00005817064,0.6484079,0.3262458,0.01970623],"study_design_scores_gemma":[0.0001381945,0.00001879985,0.0006258203,0.00002912606,0.000001499775,0.000007268659,0.0001911278,0.0006602217,0.00006074292,0.8407764,0.1574048,0.00008595703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002341073,0.0002629016,0.0001988986,0.00119153,0.0004511586,0.0003797133,0.00009491839,0.0000102004,0.9950696],"genre_scores_gemma":[0.9383581,0.0001801766,0.000161675,0.00000856655,0.0006922637,0.0001323497,0.000129332,0.00001960718,0.06031793],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.936017,"threshold_uncertainty_score":0.9999021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8377216084690523,"score_gpt":0.6869736615643571,"score_spread":0.1507479469046952,"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."}}