{"id":"W348313789","doi":"","title":"Global Alphabet Soup: Internationally Recognized Professional Designations in Finance","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Organizational Management and Leadership","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Promotion (chess); Globalization; Finance; Business; Advice (programming); Public relations; Accounting; Political science; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01101355,0.0005285487,0.0004143687,0.00356697,0.006666705,0.005910475,0.001421232,0.001751637,0.02168244],"category_scores_gemma":[0.03094577,0.0003397362,0.0004216224,0.004092069,0.005458757,0.004691235,0.006986714,0.003402618,0.008813645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269916,"about_ca_system_score_gemma":0.01302924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004367221,"about_ca_topic_score_gemma":0.01014089,"domain_scores_codex":[0.9864492,0.005222925,0.001225836,0.0007273349,0.003982463,0.002392371],"domain_scores_gemma":[0.9434572,0.01049573,0.006259161,0.007564554,0.0180438,0.01417961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004297578,0.0003219522,0.02967116,0.0006865696,0.0000104911,0.0009280457,0.04257137,0.0005857392,0.003318509,0.297993,0.2569459,0.3665375],"study_design_scores_gemma":[0.00004846548,0.000330546,0.02413423,0.0003247516,0.00001066873,0.001215375,0.01279727,0.0004315712,0.001675847,0.01546286,0.9434796,0.00008880226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.198276,0.003009355,0.04267233,0.03737986,0.01035563,0.001078778,0.0008854661,0.002146067,0.7041966],"genre_scores_gemma":[0.6584306,0.001378375,0.04717456,0.005091679,0.001266782,0.0006557318,0.001089278,0.0008501855,0.2840629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02168244,"threshold_uncertainty_score":0.07253498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682474426849831,"score_gpt":0.2438696117130188,"score_spread":0.2270448674445205,"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."}}