{"id":"W7139540684","doi":"","title":"Walden, James.","year":2018,"lang":"","type":"article","venue":"Digital Howard (Howard University)","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002277969,0.0004376187,0.0006048977,0.0009026215,0.0006144303,0.0004102986,0.0005917925,0.0004090426,0.001181933],"category_scores_gemma":[0.000140278,0.0005774388,0.0004096182,0.001256958,0.0006259954,0.00216712,0.0004050747,0.0003180002,0.007216544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004594577,"about_ca_system_score_gemma":0.0001923013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007463393,"about_ca_topic_score_gemma":0.00001504925,"domain_scores_codex":[0.9975262,0.00003637979,0.0006150213,0.0009744752,0.0001843315,0.0006635577],"domain_scores_gemma":[0.998017,0.0001269392,0.0005947783,0.000531261,0.0003783103,0.0003517624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001143629,0.0007327879,0.1481999,0.0001777059,0.0004806157,0.0001386768,0.0020497,0.00006201804,0.0000213307,0.7593411,0.03476815,0.05288435],"study_design_scores_gemma":[0.001153048,0.0003741191,0.05601139,0.0001288658,0.0000351329,0.00001097638,0.0004463862,0.001224789,0.0001031916,0.0154929,0.9241986,0.0008206189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4045184,0.0007343324,0.005266721,0.003820604,0.004759276,0.0004951514,0.002250437,0.0001844919,0.5779706],"genre_scores_gemma":[0.8904496,0.0001396596,0.0002930928,0.0002664175,0.000994829,4.055762e-7,0.0002293554,0.00004608343,0.1075806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8894304,"threshold_uncertainty_score":0.9997311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576549425148533,"score_gpt":0.197244314271683,"score_spread":0.1714788200201976,"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."}}