{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146473,0.0004628537,0.0002923473,0.003661205,0.004349128,0.002611338,0.001051928,0.002120085,0.06180673],"category_scores_gemma":[0.00848485,0.0004050023,0.0001875153,0.002518728,0.001290284,0.00231823,0.001209067,0.00191208,0.01982028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002588506,"about_ca_system_score_gemma":0.004923036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2121852,"about_ca_topic_score_gemma":0.3212347,"domain_scores_codex":[0.9992938,0.0001002879,0.00004574777,0.00009786934,0.0003484451,0.000113841],"domain_scores_gemma":[0.9928761,0.001995652,0.000259247,0.0002269772,0.004155425,0.0004867264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001820996,0.00001804366,0.001728364,0.0000654235,0.000003084464,0.0001022436,0.0008891924,0.000073533,0.00005754408,0.01438676,0.9050427,0.07761485],"study_design_scores_gemma":[0.000007268161,0.000008917544,0.009178248,0.0003869161,0.00001450387,0.00008817986,0.002471686,0.00008763986,0.0001912741,0.007609895,0.9799413,0.00001418308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01122606,0.09795883,0.003657503,0.138358,0.005976918,0.0001576361,0.01373162,0.0006924515,0.728241],"genre_scores_gemma":[0.1326572,0.03825592,0.003365467,0.009748401,0.0009624364,0.0001703293,0.004179226,0.0003925574,0.8102685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2121852,"threshold_uncertainty_score":0.4219003,"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."}}