{"id":"W2481854820","doi":"10.1037/11101-003","title":"Licensing, Certification, Registration, Chartering, and Credentialing.","year":2006,"lang":"en","type":"book-chapter","venue":"American Psychological Association eBooks","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Credentialing; Certification; Business; Medicine; Medical education; Management; 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"],"consensus_categories":[],"category_scores_codex":[0.001536496,0.0002991839,0.000494591,0.000202706,0.00107268,0.00007310631,0.0002409709,0.0005539743,0.0007570172],"category_scores_gemma":[0.0005065787,0.0002725651,0.00009221656,0.00007668247,0.0003899307,0.00007194727,0.00006178874,0.001137964,0.0006481505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006949769,"about_ca_system_score_gemma":0.0002831837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009266407,"about_ca_topic_score_gemma":0.0003596304,"domain_scores_codex":[0.9963364,0.0003199168,0.00106005,0.0007729842,0.0007636478,0.0007470075],"domain_scores_gemma":[0.9960573,0.0005930464,0.00199284,0.0004215835,0.0005869661,0.0003482814],"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":[0.00004933497,0.00006349746,0.01808953,0.00009461657,0.00005090406,0.000004218472,0.001125518,6.247038e-7,0.0001527571,0.01706582,0.9359529,0.02735026],"study_design_scores_gemma":[0.000291688,0.0002572172,0.08583787,0.0001321772,0.00002978095,0.000002319674,0.0002965727,0.0000253577,0.000002535377,0.005664338,0.9070805,0.0003796226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01214409,0.00008212873,0.000322374,0.005411218,0.001110796,0.0009841234,0.00005445978,0.0002175609,0.9796733],"genre_scores_gemma":[0.1151789,0.0001796806,0.0003370325,0.003413284,0.001554415,0.0001192999,0.0001740095,0.00004270425,0.8790007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1030348,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235517812142128,"score_gpt":0.4512094796461688,"score_spread":0.327657698431956,"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."}}