{"id":"W2114580569","doi":"10.1002/ace.351","title":"Perspectives on adult education in Quebec","year":2009,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Adult education; Adult Learning; Continuing education; Pedagogy; Political science; Sociology; Public relations; Public administration; Economic growth; Engineering ethics; Medical education; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004303577,0.0001049563,0.0001133605,0.0002295016,0.0004245418,0.0001029749,0.00008090574,0.0001059064,0.00001921237],"category_scores_gemma":[0.00216273,0.0001182533,0.00005041902,0.0002948227,0.0001215395,0.0003003777,0.000002364679,0.0001165817,0.000004673206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218195,"about_ca_system_score_gemma":0.001183994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0187907,"about_ca_topic_score_gemma":0.01911722,"domain_scores_codex":[0.9990827,0.0001348798,0.0001874718,0.000286755,0.0001094309,0.0001987826],"domain_scores_gemma":[0.9987181,0.0003516333,0.00009638292,0.0001050909,0.0006287455,0.0001000287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007777699,0.000288537,0.002112498,0.000003479535,0.000003257407,6.062378e-9,0.1131821,6.897193e-7,0.00003505135,0.3098264,0.005382137,0.5691581],"study_design_scores_gemma":[0.0003708714,0.00009147174,0.09066571,0.0002372626,0.00002298074,8.180719e-7,0.8162352,0.00001198107,0.0000323044,0.01612282,0.07598102,0.0002275379],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898627,0.0008630347,0.000254147,0.04179935,0.003085274,0.0007647994,0.000003133162,0.000133778,0.06323375],"genre_scores_gemma":[0.9579256,0.0008659912,0.002859669,0.0008925435,0.003221253,0.0001564386,0.00003895151,0.000009569332,0.03402994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7030531,"threshold_uncertainty_score":0.9987813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298549737620012,"score_gpt":0.4064231214301591,"score_spread":0.373437624053959,"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."}}