{"id":"W1603180108","doi":"10.56105/cjsae.v15i2.1921","title":"Adults with Learning Disabilities and the Role of Self-Determination: Implications for Literacy Programs","year":2001,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Adult literacy; Adult education; Psychology; Learning disability; Sociology; Adult Learning; Pedagogy; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006347226,0.00006236351,0.00009894394,0.00005446376,0.001458804,0.0001275966,0.0001899714,0.00002026496,0.00001346712],"category_scores_gemma":[0.0007203121,0.00003822945,0.00004723232,0.0001767695,0.0003679096,0.0001645281,0.000003675031,0.00006758583,2.113994e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109273,"about_ca_system_score_gemma":0.001132634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02438275,"about_ca_topic_score_gemma":0.1320714,"domain_scores_codex":[0.9992884,0.0001159335,0.0002298728,0.00009741105,0.0001080578,0.0001603135],"domain_scores_gemma":[0.9980248,0.0005321445,0.000187007,0.0001311742,0.0009828177,0.0001420832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008745222,0.0003534728,0.239672,0.00002084802,0.00003780973,4.772555e-9,0.5190563,0.000008914954,3.937263e-7,0.02250979,0.000114324,0.2181388],"study_design_scores_gemma":[0.0008314484,0.0004181225,0.04963529,0.00005589395,0.0000907825,0.000005171973,0.8897161,0.00007381663,0.000002026693,0.008883205,0.05022206,0.00006609526],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980848,0.0001975361,0.00005616817,0.01558048,0.0002529121,0.002265085,0.000004916832,0.000006707678,0.0007882156],"genre_scores_gemma":[0.9982182,0.0000497382,0.0002482719,0.00004294817,0.0001948873,0.0005844594,0.000005598868,0.000006712762,0.000649135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706598,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683455825150706,"score_gpt":0.3307017244394531,"score_spread":0.313867166187946,"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."}}