{"id":"W282990639","doi":"10.21225/d5830m","title":"Contexts of Adult Education: Canadian Perspectives","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociology; Adult education; Pedagogy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008547223,0.00006388377,0.0001327864,0.0009536759,0.000322962,0.0000433559,0.0002636889,0.00008816441,0.0002182485],"category_scores_gemma":[0.0006100924,0.00007946381,0.0000739885,0.0004565098,0.0001902912,0.0003224433,0.000002223005,0.0001265245,0.000007185498],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428528,"about_ca_system_score_gemma":0.03581758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8709453,"about_ca_topic_score_gemma":0.9647709,"domain_scores_codex":[0.9991657,0.000136997,0.000221303,0.00008284317,0.0001390705,0.0002540654],"domain_scores_gemma":[0.996159,0.00009004788,0.0003451307,0.0001034591,0.002245144,0.00105727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000121996,0.00005655653,0.1086498,0.00001401286,0.00002957812,0.000006133413,0.4868132,8.749298e-7,0.00003827868,0.3119296,0.03202181,0.06042787],"study_design_scores_gemma":[0.00008047375,0.00001480471,0.04431626,0.0001296111,0.0000156519,0.000008362438,0.5508754,6.64492e-8,0.00001931222,0.0001399827,0.4043333,0.00006680924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861749,0.0006549658,0.00003797157,0.005699863,0.002179821,0.0001233029,0.000008308658,0.000003656794,0.1051172],"genre_scores_gemma":[0.9892663,0.00003993898,0.0002406352,0.000175568,0.0008183857,9.656683e-8,0.000002267332,0.000005117032,0.009451635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3723115,"threshold_uncertainty_score":0.9696484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873200744339429,"score_gpt":0.2741108892476663,"score_spread":0.265378881804272,"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."}}