{"id":"W2968554373","doi":"10.1257/aer.20200125","title":"An Experiment in Candidate Selection","year":2021,"lang":"en","type":"article","venue":"American Economic Review","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"NOMINATE; Nomination; Public good; Politics; Odds; Democracy; Sierra leone; Loyalty; Value (mathematics); Economics; Political science; Public economics; Public administration; Law; Microeconomics; Logistic regression; Development economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009691441,0.0007277553,0.0009554438,0.0003736426,0.001826579,0.00181508,0.001220577,0.003558875,0.03104801],"category_scores_gemma":[0.02367105,0.000537358,0.0006870934,0.0006582789,0.002064452,0.002078216,0.001912043,0.003715744,0.003066808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788727,"about_ca_system_score_gemma":0.001233795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005788066,"about_ca_topic_score_gemma":0.0007981497,"domain_scores_codex":[0.9947963,0.003209358,0.0002961874,0.000856884,0.0004612529,0.0003798783],"domain_scores_gemma":[0.9566254,0.03063277,0.002887357,0.006762987,0.001042949,0.002048484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1555895,0.185338,0.08019163,0.003062839,0.001078411,0.002017269,0.01666194,0.007088302,0.1062263,0.1985939,0.05171635,0.1924355],"study_design_scores_gemma":[0.08855321,0.2134849,0.1295885,0.0005295535,0.001258822,0.001425555,0.006584415,0.04050128,0.04011359,0.2099183,0.2674506,0.0005913311],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544626,0.0001877009,0.006245454,0.00301706,0.0006827682,0.002311225,0.00105219,0.0001816458,0.03185923],"genre_scores_gemma":[0.9618189,0.0001379777,0.01141141,0.002427876,0.0002584852,0.005714506,0.000663089,0.00004682588,0.01752102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03104801,"threshold_uncertainty_score":0.1038659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03652956336183136,"score_gpt":0.4052023088029646,"score_spread":0.3686727454411332,"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."}}