{"id":"W4309708460","doi":"10.1002/pam.22448","title":"Labor Market Returns to MBAs From Less‐Selective Universities: Evidence From a Field Experiment During COVID‐19","year":2022,"lang":"en","type":"article","venue":"Journal of Policy Analysis and Management","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Demographic economics; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Debt; Labour economics; Psychology; Business; Economics; Political science; Medicine; Finance; Law; Geography","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":[],"category_scores_codex":[0.0009583415,0.00008220006,0.0002291951,0.001041099,0.0009671392,0.0001905467,0.0003805798,0.00002361353,0.002285091],"category_scores_gemma":[0.0002987671,0.00008245077,0.0001703985,0.001372441,0.00005378254,0.0002652147,0.0003603872,0.0001436061,0.000001476179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059154,"about_ca_system_score_gemma":0.000297104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1038077,"about_ca_topic_score_gemma":0.01649482,"domain_scores_codex":[0.997947,0.0004686731,0.0002598564,0.0001992137,0.0009084951,0.0002167683],"domain_scores_gemma":[0.9989035,0.0003021091,0.0002088156,0.0001401755,0.00012818,0.0003172061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002575002,0.001045363,0.1828844,0.0002047516,0.01397433,0.001285428,0.5144891,0.004874902,0.001241946,0.04132642,0.2286768,0.007421603],"study_design_scores_gemma":[0.00103139,0.0002596317,0.1872679,0.00005567973,0.001600993,0.000001026524,0.7471571,0.0001318653,0.0003339025,0.004916518,0.05693349,0.0003105238],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95127,0.0008687933,0.001575722,0.03781154,0.0001053336,0.0001982129,0.00005278443,0.0000106417,0.008106903],"genre_scores_gemma":[0.9866037,0.00231593,0.0003260761,0.00126175,0.0002379804,0.00001051623,0.000002262077,0.00000387262,0.009237892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.232668,"threshold_uncertainty_score":0.9986269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007936276473819,"score_gpt":0.3903139357339491,"score_spread":0.350234572969211,"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."}}