{"id":"W1781948974","doi":"10.1002/ev.20111","title":"How Does Accreditation Fit Into the Picture?","year":2015,"lang":"en","type":"article","venue":"New Directions for Evaluation","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Accreditation; Blank; Computer science; Public relations; Political science; Law; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001086486,0.000101706,0.00007247279,0.0001612696,0.0003669901,0.0006871027,0.0001430748,0.00005497132,0.0000936232],"category_scores_gemma":[0.001797046,0.00006644284,0.00006520136,0.0004524521,0.00002482486,0.001212296,0.0000235261,0.00006614211,0.00007939389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253909,"about_ca_system_score_gemma":0.0001761877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003587237,"about_ca_topic_score_gemma":0.0009091328,"domain_scores_codex":[0.9990979,0.00001793932,0.0001302251,0.0001861324,0.0004416143,0.0001261766],"domain_scores_gemma":[0.9985556,0.00006755922,0.0001647974,0.0001968208,0.0009993584,0.00001583758],"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":[0.00004872615,0.00007155378,0.003364061,0.00003977052,0.00004956599,4.899269e-8,0.003206604,0.0009326217,0.0001779436,0.01142665,0.7180243,0.2626581],"study_design_scores_gemma":[0.0008415886,0.000008802595,0.004979547,0.000009937213,0.0001912917,4.37711e-7,0.008812946,0.01761545,0.00008623333,0.03979125,0.9275196,0.0001429671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6506878,0.0007916495,0.03714958,0.2192923,0.03355635,0.005199547,0.000007463145,0.001203581,0.05211169],"genre_scores_gemma":[0.9837978,0.000002993641,0.0006875604,0.001757642,0.006268106,0.0003402694,0.0001702523,0.00002333528,0.006952059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33311,"threshold_uncertainty_score":0.6625747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06017099692544828,"score_gpt":0.3194472065074327,"score_spread":0.2592762095819845,"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."}}