{"id":"W7132965180","doi":"","title":"The Ideology of Access: Young Adult Experiences in Transition from Literacy and Basic Skills to Postsecondary Education","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult education; Ideology; Literacy; Postsecondary education; Cultural capital; Praxis; Youth studies; Human capital; Higher education","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":[0.0003006533,0.0002698433,0.0003770897,0.0002474026,0.0006249249,0.0002742907,0.000592534,0.0003190188,0.0002216525],"category_scores_gemma":[0.0003869226,0.0001987922,0.00009992484,0.0009393871,0.000315762,0.0004795518,0.00005338764,0.000254873,0.000006706809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168613,"about_ca_system_score_gemma":0.002054599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2089033,"about_ca_topic_score_gemma":0.06192676,"domain_scores_codex":[0.9979125,0.0002259347,0.000624059,0.0004722557,0.00038173,0.0003835468],"domain_scores_gemma":[0.9983475,0.0003900203,0.0003797054,0.0002339558,0.0005009139,0.0001479522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001217167,0.0002139338,0.001966849,0.00008374195,0.00002988819,3.000513e-7,0.9561288,0.00001375738,0.0001214787,0.005936206,0.0008530939,0.03453019],"study_design_scores_gemma":[0.0001878245,0.0000789045,0.1523603,0.0007133618,0.00003814045,8.191314e-7,0.8359456,0.00002377665,0.0004575792,0.006419269,0.003527875,0.000246582],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651385,0.003365146,0.00000617502,0.01621789,0.003773216,0.0007433156,0.00003189546,0.000008481013,0.01071538],"genre_scores_gemma":[0.9843041,0.003326697,0.00006487072,0.001326798,0.000300917,0.0002424209,0.0002808023,0.000009508371,0.01014393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503934,"threshold_uncertainty_score":0.9551906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007425050062172774,"score_gpt":0.3854144675888206,"score_spread":0.3779894175266478,"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."}}