{"id":"W2604300645","doi":"10.1002/sem3.20099","title":"Developing and Implementing a SEM Plan—One University’s Journey","year":2017,"lang":"en","type":"article","venue":"Strategic Enrollment Management Quarterly","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Citation; Plan (archaeology); Library science; Management; History; Computer science; Archaeology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005971208,0.0003491462,0.000289734,0.0004636338,0.001779586,0.00176522,0.0008153919,0.0001387084,0.0003038941],"category_scores_gemma":[0.000004791581,0.0004086451,0.00007275383,0.0002690898,0.0001037499,0.00294749,0.0005143444,0.0003179634,0.0001245372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101437,"about_ca_system_score_gemma":0.0000310968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002769724,"about_ca_topic_score_gemma":0.000145518,"domain_scores_codex":[0.9977462,0.00001937244,0.0003651892,0.0006044689,0.0005985414,0.0006661691],"domain_scores_gemma":[0.998489,0.00001591802,0.0007180876,0.0006187692,0.0001175774,0.00004067713],"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":[0.00007711478,0.00008847934,0.009690907,0.0002646932,0.0003114287,0.0002027712,0.0001537703,0.00001297944,0.0001345539,0.9809039,0.0009468596,0.007212573],"study_design_scores_gemma":[0.0236399,0.0004851267,0.1657312,0.001392683,0.001708554,0.00002796571,0.1220948,0.01049373,0.0001332147,0.1943838,0.4746125,0.005296565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5688576,0.00001247785,0.003514209,0.00401171,0.0002971451,0.0006762141,0.000009105239,0.000203012,0.4224186],"genre_scores_gemma":[0.9920664,0.00002473663,0.001710355,0.0007876242,0.0003574565,0.000005033842,0.00003781556,0.00003126846,0.004979311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7865201,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06074915325323636,"score_gpt":0.2457886366769553,"score_spread":0.185039483423719,"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."}}