{"id":"W2973685914","doi":"10.1002/nsr.30523","title":"Engage international grad students, alumni to support recruitment goals","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Session (web analytics); Institution; Medical education; Graduate students; Plan (archaeology); Academic institution; Political science; Psychology; Management; Library science; Medicine; Business; Computer science; History","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":[0.01180799,0.0008212008,0.0003468285,0.0009094866,0.01307556,0.01129732,0.001471358,0.003067347,0.04841471],"category_scores_gemma":[0.01658937,0.0006726707,0.0003952885,0.0007282874,0.001936303,0.004099818,0.01243447,0.004898488,0.03086567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005998982,"about_ca_system_score_gemma":0.02651244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02210308,"about_ca_topic_score_gemma":0.1387466,"domain_scores_codex":[0.9932315,0.00217133,0.0002286689,0.0004407259,0.001831408,0.002096333],"domain_scores_gemma":[0.9613722,0.0008756535,0.0007302755,0.001036059,0.004378629,0.03160725],"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":[0.00004012142,0.0003697754,0.008511442,0.0001177897,0.00000880796,0.0002707394,0.02284812,0.00006894561,0.00146425,0.006981889,0.8340233,0.1252949],"study_design_scores_gemma":[0.00002114984,0.0001643618,0.007659726,0.0001738677,0.00000757348,0.0001832424,0.02191388,0.0001180601,0.0003899204,0.001481371,0.9678546,0.00003228365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0571953,0.002393564,0.01762529,0.2856796,0.01589365,0.003211599,0.0006152989,0.003295278,0.6140904],"genre_scores_gemma":[0.2128596,0.002394959,0.01929435,0.0618995,0.003572807,0.001759834,0.0007587856,0.0008011424,0.696659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04841471,"threshold_uncertainty_score":0.1619633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05491874300531224,"score_gpt":0.3097810576097052,"score_spread":0.254862314604393,"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."}}