{"id":"W4240930392","doi":"10.1002/emt.30592","title":"Engage international grad students, alumni to support recruitment goals","year":2019,"lang":"en","type":"article","venue":"Enrollment Management Report","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Session (web analytics); Medical education; Institution; Graduate students; Plan (archaeology); Political science; Academic institution; Psychology; Library science; Medicine; Business; Geography; Computer science","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":[0.0117171,0.0008166591,0.0003491469,0.0009547658,0.01296128,0.01251711,0.001514636,0.003060324,0.0496096],"category_scores_gemma":[0.01622066,0.0006524884,0.0003774238,0.0008002125,0.001797316,0.004122811,0.01308147,0.004816705,0.03084521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00621643,"about_ca_system_score_gemma":0.02847268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02115854,"about_ca_topic_score_gemma":0.1295844,"domain_scores_codex":[0.9926873,0.002225995,0.0002322716,0.0004648207,0.002017058,0.002372475],"domain_scores_gemma":[0.959655,0.0008310361,0.0007710988,0.0009816533,0.004617108,0.03314425],"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":[0.00003905764,0.0003706321,0.008369041,0.0001038185,0.000008482567,0.0002296944,0.0166129,0.00007442279,0.001224469,0.006914277,0.8468622,0.119191],"study_design_scores_gemma":[0.00002198006,0.0001683611,0.008537987,0.0001777671,0.000007612052,0.0001592596,0.02161739,0.0001399702,0.0003939857,0.001600751,0.9671423,0.00003263689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05412658,0.002283864,0.0152674,0.2900384,0.01458154,0.002608988,0.0005846029,0.003090966,0.6174176],"genre_scores_gemma":[0.2162866,0.002277908,0.01660793,0.05626652,0.00329494,0.001455619,0.0008008399,0.0007464592,0.7022632],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0496096,"threshold_uncertainty_score":0.1659607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594486871664047,"score_gpt":0.2999479043869482,"score_spread":0.2640030356703077,"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."}}