{"id":"W2523177376","doi":"10.1002/emt.30219","title":"Use strategic enrollment planning to prepare your institution for today's reality","year":2016,"lang":"en","type":"article","venue":"Enrollment Management Report","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Graduation (instrument); Enrollment management; Strategic planning; Plan (archaeology); Higher education; Political science; Management; Public relations; Academic institution; Public administration; Engineering; History; Economics; Law","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":[0.0142065,0.0006565927,0.0002616544,0.001817053,0.00777726,0.01183484,0.001447688,0.001608224,0.01815039],"category_scores_gemma":[0.02329365,0.0005434979,0.0002953122,0.001847563,0.001463665,0.003738358,0.005599587,0.004279783,0.0065141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01461213,"about_ca_system_score_gemma":0.07539935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1584528,"about_ca_topic_score_gemma":0.4006462,"domain_scores_codex":[0.9916944,0.002884065,0.0004204308,0.0003292446,0.00331085,0.001361053],"domain_scores_gemma":[0.9756429,0.002471929,0.00118822,0.001103823,0.009275059,0.01031808],"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":[0.00005962015,0.0003066373,0.01077339,0.0001036989,0.0000174838,0.0002177946,0.003109323,0.002402509,0.001280912,0.02490694,0.6085954,0.3482264],"study_design_scores_gemma":[0.00008997597,0.0003076769,0.01993298,0.0003933497,0.00001976498,0.0001114125,0.01567302,0.004665727,0.001937601,0.01989588,0.9367192,0.0002532757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05339742,0.001298963,0.1047189,0.2671726,0.003226365,0.006164121,0.001314383,0.006193787,0.5565135],"genre_scores_gemma":[0.3982391,0.002910727,0.3191606,0.03062416,0.0004975966,0.002924248,0.002460345,0.0009557651,0.2422274],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1584528,"threshold_uncertainty_score":0.315061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.201209299053709,"score_gpt":0.4093926679736856,"score_spread":0.2081833689199765,"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."}}