{"id":"W2260852711","doi":"10.1057/eej.2015.27","title":"Getting a Ph.D. in Economics","year":2015,"lang":"en","type":"article","venue":"Eastern Economic Journal","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00186509,0.0002084072,0.000496514,0.0004377636,0.0001246699,0.0002460698,0.000438611,0.0001188141,0.0005577948],"category_scores_gemma":[0.00008853253,0.0002676878,0.0001635264,0.0000538934,0.00009037229,0.001192192,0.00009447222,0.0004195369,0.006236246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009515822,"about_ca_system_score_gemma":0.0001841582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009716232,"about_ca_topic_score_gemma":0.0001643663,"domain_scores_codex":[0.9978037,0.00003262024,0.001274313,0.0003885709,0.00001226131,0.0004884884],"domain_scores_gemma":[0.9986791,0.00003516806,0.0006293784,0.0003108411,0.00001492172,0.000330576],"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":[0.00006323649,0.00009435356,0.2892828,0.000005400515,0.00007916958,0.00002618493,0.001567174,0.01584138,0.000003019449,0.6873294,0.001027435,0.004680443],"study_design_scores_gemma":[0.004852302,0.0001580408,0.01447286,0.00005005257,0.000008334376,0.000831814,0.001561259,0.02936899,0.000038177,0.6270105,0.320668,0.0009797093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8430816,0.0008924329,0.0009232124,0.0009083103,0.002595226,0.0001041523,0.00004874175,0.00002600501,0.1514203],"genre_scores_gemma":[0.9958119,0.0001939902,0.000618067,0.0004535973,0.0008646256,0.000008888365,0.000005375794,0.00003389162,0.002009642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196405,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111395846309886,"score_gpt":0.2268062506138407,"score_spread":0.1756922921507418,"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."}}