{"id":"W3112918038","doi":"10.1093/geroni/igaa057.208","title":"Barriers to Engage Low-Skilled Adults in Educational Opportunities: A Global Perspective","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult education; Population; Perspective (graphical); Adult Learning; Psychology; Gerontology; Business; Medicine; Pedagogy; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0008483874,0.00007930922,0.0001037713,0.0001360996,0.0001763445,0.00005807851,0.0001537073,0.00003888097,0.0005327695],"category_scores_gemma":[0.003021274,0.00009322352,0.00001848922,0.001945471,0.00008957752,0.0002073279,0.00003673225,0.0001171664,0.00001734324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242815,"about_ca_system_score_gemma":0.0007410484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005251184,"about_ca_topic_score_gemma":0.00304834,"domain_scores_codex":[0.9986843,0.0001659792,0.0003458573,0.0002505111,0.000327311,0.0002260458],"domain_scores_gemma":[0.9994123,0.00007374497,0.00006777851,0.00007497062,0.0002374696,0.0001337131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003588722,0.000061005,0.3542778,0.00002198424,0.000005341795,0.000002550284,0.2969324,0.0001121087,0.00002980232,0.3462941,0.001074104,0.001152964],"study_design_scores_gemma":[0.0008801658,0.000043809,0.1238132,0.0001877493,0.000002501155,1.620118e-7,0.8509158,0.0001985025,0.00003289112,0.01818195,0.005465059,0.000278244],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8761088,0.00001088186,0.00008624618,0.08111547,0.0002354766,0.0003852189,0.000008069322,0.00003049845,0.04201936],"genre_scores_gemma":[0.994948,0.000007298484,0.000184515,0.004518032,0.0001652043,0.00007063567,0.000008829581,0.000004684123,0.00009277886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5539834,"threshold_uncertainty_score":0.7938254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1907429709477919,"score_gpt":0.4310372990079089,"score_spread":0.240294328060117,"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."}}