{"id":"W2288543060","doi":"10.2469/cfm.v27.n1.11","title":"A Truly Global Service","year":2016,"lang":"en","type":"article","venue":"CFA Magazine","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Business; Computer science; Marketing","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":[0.004454264,0.00100021,0.0005888509,0.001289473,0.007865141,0.017263,0.001098942,0.005696371,0.1301958],"category_scores_gemma":[0.009500707,0.0004473159,0.0006995425,0.001667424,0.002861769,0.01171078,0.0129877,0.008006425,0.07338555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002963939,"about_ca_system_score_gemma":0.01134785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00397417,"about_ca_topic_score_gemma":0.009061273,"domain_scores_codex":[0.9938424,0.001428925,0.0001768612,0.0006258613,0.001954145,0.001971819],"domain_scores_gemma":[0.9824985,0.0006368505,0.000372152,0.001076855,0.00303996,0.01237569],"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":[0.0000114694,0.00004431471,0.000747202,0.00006696511,0.000006724981,0.0001343892,0.001049656,0.00002410471,0.0004922556,0.01403946,0.9434361,0.03994729],"study_design_scores_gemma":[0.000002055005,0.00001209286,0.0005660152,0.00005312335,0.000001529222,0.0001155357,0.001335856,0.00001991415,0.00004247424,0.001144651,0.9967006,0.000006148564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006332965,0.005715506,0.005341386,0.3927948,0.0360753,0.000150439,0.0008761047,0.002058352,0.5506552],"genre_scores_gemma":[0.07196163,0.005883244,0.006570858,0.1496421,0.01091923,0.0001301033,0.001333507,0.001952185,0.7516072],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1301958,"threshold_uncertainty_score":0.4355482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337567824023906,"score_gpt":0.348839143548353,"score_spread":0.3154634653081139,"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."}}