{"id":"W2922308008","doi":"10.1002/nsr.30458","title":"Your institution can't afford to ignore the needs of adult learners","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atlanta; Session (web analytics); Quarter (Canadian coin); Institution; Psychology; Medical education; Association (psychology); Gerontology; Mathematics education; Pedagogy; Medicine; Political science; Advertising; Business; History; 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":[0.00760125,0.0006290894,0.0006714525,0.0003722967,0.007452956,0.01444102,0.001440378,0.01338337,0.02818988],"category_scores_gemma":[0.0211191,0.00046045,0.0006719915,0.0003176229,0.004931217,0.008701985,0.005932523,0.01545399,0.01468966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002715554,"about_ca_system_score_gemma":0.01785652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040361,"about_ca_topic_score_gemma":0.03209491,"domain_scores_codex":[0.9954749,0.0009700753,0.0002315762,0.0003582371,0.001430062,0.001535152],"domain_scores_gemma":[0.95727,0.00300954,0.001588493,0.001540982,0.006536853,0.03005413],"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":[0.00005438948,0.0001147109,0.003087585,0.0001211824,0.00002100198,0.0002750612,0.001090092,0.00003275277,0.0007307694,0.004505116,0.9560084,0.03395893],"study_design_scores_gemma":[0.00001853005,0.0001276931,0.003892377,0.0002549791,0.00001572377,0.0001460108,0.005123461,0.00005067546,0.0003383321,0.002482672,0.9874982,0.00005132212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004068798,0.001656098,0.0003973451,0.9616908,0.01700141,0.00001717072,0.00004061311,0.0002105031,0.01491716],"genre_scores_gemma":[0.07309874,0.005647505,0.002552765,0.7974896,0.008481042,0.00008073833,0.0001158587,0.000248459,0.1122854],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02818988,"threshold_uncertainty_score":0.0943045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209280383812844,"score_gpt":0.3191315359362277,"score_spread":0.2870387320980993,"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."}}