{"id":"W318418215","doi":"","title":"Enrollment Management & Managing Enrollment: Setting the Context for Dialogue.","year":2008,"lang":"en","type":"article","venue":"College and university","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enrollment management; Attendance; Public relations; Context (archaeology); Higher education; Strategic planning; Political science; Sociology; Marketing; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003801896,0.00005576731,0.00007569943,0.00005567697,0.003162182,0.00001726741,0.0001714759,0.00002016944,0.00003397649],"category_scores_gemma":[0.00002451608,0.00004796273,0.00003791404,0.0001846126,0.0003017101,0.0000935694,0.0001112002,0.00004652395,0.000006480577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286636,"about_ca_system_score_gemma":0.00006234848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003002537,"about_ca_topic_score_gemma":0.0005281201,"domain_scores_codex":[0.9992863,0.0001094863,0.00005341236,0.0001454729,0.000180641,0.0002246889],"domain_scores_gemma":[0.9995569,0.0001912015,0.00002995619,0.00008775402,0.00006368781,0.00007049553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000144462,0.0001473207,0.01965703,0.00006172858,0.000314375,0.0001456672,0.1079206,0.000005826045,0.000008127262,0.6306941,0.227216,0.01368473],"study_design_scores_gemma":[0.0005013368,0.00001817961,0.01349531,0.000007726908,0.00001833961,4.569584e-7,0.1199209,0.00001361121,0.000003715895,0.0004851801,0.8654681,0.00006710958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5199877,0.001012783,0.0007433692,0.08724841,0.0006460507,0.003167558,0.000103901,0.0001344751,0.3869557],"genre_scores_gemma":[0.9537131,0.001151179,0.0001747908,0.0002709853,0.00007772158,0.00000733779,0.000001974727,0.000002677483,0.04460028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6382521,"threshold_uncertainty_score":0.9981356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365136419995503,"score_gpt":0.2854605919151337,"score_spread":0.2618092277151787,"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."}}