{"id":"W2053627671","doi":"10.1002/ace.176","title":"Learning, literacy, and identity","year":2005,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Literacy; Identity (music); Adult literacy; Adult education; Pedagogy; Sociology; Literacy education; Adult Learning; Family literacy; Critical literacy; Psychology; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.000224579,0.00005129485,0.00006517123,0.00007944486,0.0004921927,0.0002525779,0.00003507049,0.00004561662,0.00004106333],"category_scores_gemma":[0.00037529,0.00005557931,0.00002415668,0.0001355474,0.00003864853,0.0005675522,0.000005936191,0.00005458279,0.000007444228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003804747,"about_ca_system_score_gemma":0.0001288897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00534207,"about_ca_topic_score_gemma":0.003146863,"domain_scores_codex":[0.9995277,0.00004878531,0.0001140951,0.0001276554,0.00006733981,0.0001144188],"domain_scores_gemma":[0.9994875,0.00007636715,0.00006750489,0.00005037861,0.0002089533,0.0001093586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002036339,0.0000283486,0.01794788,0.000008146328,0.000003608912,3.29582e-9,0.08913404,2.259675e-7,0.00003308963,0.04101624,0.008762188,0.8430642],"study_design_scores_gemma":[0.0001228585,0.00001475616,0.01508106,0.00005042216,0.00001396382,0.000001486713,0.02128413,0.00001655752,0.0000222719,0.001095694,0.9622207,0.00007607585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726996,0.001090128,0.0003181931,0.009287498,0.0009600747,0.0002679188,0.000001576974,0.00008480462,0.01529016],"genre_scores_gemma":[0.9184131,0.0005688104,0.001091769,0.0002094486,0.00223389,0.00006099858,0.000006164281,0.000006276775,0.07740955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9534585,"threshold_uncertainty_score":0.8075647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050282835881233,"score_gpt":0.362589890448232,"score_spread":0.3520870620894196,"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."}}