{"id":"W1595599801","doi":"10.56105/cjsae.v15i2.1919","title":"Discerning the Contexts of Adult Literacy Education: Theoretical Reflections and Practical Applications","year":2001,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult education; Literacy; Adult literacy; Sociology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005096449,0.0005586951,0.000367119,0.001332698,0.006464521,0.00725495,0.0008827818,0.002090629,0.003697758],"category_scores_gemma":[0.005003939,0.0004003526,0.000227626,0.001558984,0.02261847,0.008566997,0.007208105,0.003306004,0.0002647121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005535913,"about_ca_system_score_gemma":0.003547198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006846011,"about_ca_topic_score_gemma":0.01534103,"domain_scores_codex":[0.995539,0.003554083,0.0001040015,0.0002132551,0.0002181802,0.0003715456],"domain_scores_gemma":[0.9940253,0.005159583,0.0002436081,0.0001459196,0.0001913386,0.0002341666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004257788,0.00006739501,0.00225009,0.0003173183,0.000003407531,0.001433783,0.7223346,0.0001987116,0.0003741199,0.243352,0.001309098,0.02831687],"study_design_scores_gemma":[0.00001291127,0.000072904,0.002543609,0.001330247,0.000007813149,0.0007001565,0.8449178,0.0004471187,0.0007032468,0.06851909,0.0807291,0.00001597073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.599629,0.03807066,0.02929527,0.04498521,0.000460901,0.0002265089,0.00006807392,0.0001046804,0.2871596],"genre_scores_gemma":[0.9849151,0.005900801,0.003052967,0.0007774992,0.00006399381,0.00008438044,0.00001247054,0.0000143726,0.005178244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00725495,"threshold_uncertainty_score":0.04016608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078115937319828,"score_gpt":0.4035342704511724,"score_spread":0.3827531110779741,"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."}}