{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194416,0.0001137656,0.0004745927,0.00009689606,0.00002288451,0.00000320875,0.0001720926,0.0004226828,0.0009028139],"category_scores_gemma":[0.0004296672,0.00008715865,0.00006792029,0.00009879479,0.0002390221,0.00001997118,0.00003846049,0.00024523,0.0005597991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004139645,"about_ca_system_score_gemma":0.00002518178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005386334,"about_ca_topic_score_gemma":0.00002086326,"domain_scores_codex":[0.9985931,0.00008637105,0.0008640429,0.0003123004,0.00004389614,0.0001002717],"domain_scores_gemma":[0.9982852,0.0002668787,0.0009813273,0.0003713357,0.0000384226,0.00005686546],"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":[0.00004561359,0.00006008004,0.01894219,0.00001739702,0.00003909342,2.239864e-7,0.00004427912,3.546997e-7,1.749289e-7,0.02582259,0.9480124,0.007015591],"study_design_scores_gemma":[0.0002520186,0.00004052768,0.1383151,0.00002128783,0.000008498131,0.000001125436,0.000002792207,0.00001381601,4.936474e-8,0.0489941,0.8122692,0.00008153255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001125765,0.004017894,0.00006362074,0.003337439,0.002218573,0.000174059,0.0001766914,0.00002856336,0.9888574],"genre_scores_gemma":[0.01515526,0.004819608,0.0009287439,0.001067536,0.002108195,0.00001042838,0.0001909498,0.0001492369,0.97557],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1357433,"threshold_uncertainty_score":0.9885178,"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."}}