{"id":"W1489604318","doi":"10.1002/9781118625392.wbecp511","title":"Licensure and Certification","year":2015,"lang":"en","type":"other","venue":"The Encyclopedia of Clinical Psychology","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credential; Credentialing; Certification; Licensure; Medical education; Professional certification (computer technology); Political science; Psychology; Public relations; Medicine; Law","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":[0.002654107,0.0003797837,0.0003553688,0.002606899,0.002181834,0.006867394,0.0009513996,0.002484751,0.08486499],"category_scores_gemma":[0.01495585,0.0002153887,0.0004739901,0.002545947,0.002431642,0.003694084,0.003373469,0.002362955,0.02655703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331862,"about_ca_system_score_gemma":0.008340135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009250818,"about_ca_topic_score_gemma":0.008963329,"domain_scores_codex":[0.9910047,0.001527319,0.0006065329,0.0008214262,0.00488911,0.001150965],"domain_scores_gemma":[0.9938261,0.001467794,0.0006952333,0.0008373288,0.002260679,0.0009128352],"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":[0.0000311386,0.00008113067,0.002674627,0.0003353498,0.000008349185,0.0001860009,0.0007886417,0.0003084056,0.0003182533,0.50358,0.2993287,0.1923595],"study_design_scores_gemma":[0.000004311487,0.0000290278,0.004325136,0.0004457638,0.000003807339,0.0001803368,0.0003143309,0.00009643202,0.0002327093,0.01767955,0.9766762,0.00001251419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003463417,0.004628177,0.002184474,0.005640677,0.00100673,0.0001207425,0.001157881,0.0001341527,0.9816637],"genre_scores_gemma":[0.1799303,0.01038095,0.004659866,0.00722867,0.001675063,0.0002845599,0.003876972,0.0001842333,0.7917793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08486499,"threshold_uncertainty_score":0.2839017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2070646939798673,"score_gpt":0.4288647128333132,"score_spread":0.2218000188534459,"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."}}