{"id":"W8079789","doi":"10.21225/d5jg65","title":"Drawing on Experience in Adult and Continuing Education","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Continuing education; Adult education; Psychology; Pedagogy; Sociology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007445129,0.00007981225,0.0001221267,0.0006553476,0.0002242437,0.00009333286,0.0002003614,0.00008894029,0.00003287313],"category_scores_gemma":[0.0008585943,0.00009994201,0.00003740017,0.0003725072,0.0001461052,0.0004577436,0.000005488901,0.0002035702,0.00000222057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723645,"about_ca_system_score_gemma":0.001802595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01891386,"about_ca_topic_score_gemma":0.1010131,"domain_scores_codex":[0.9991261,0.0001104565,0.000219916,0.0001296529,0.0001505359,0.0002633636],"domain_scores_gemma":[0.9985876,0.0001385728,0.0002406354,0.00008677121,0.0005342526,0.0004121846],"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":[0.00002214269,0.00004556113,0.156791,0.000005719392,0.000003045604,0.00000998301,0.2211758,0.000001313642,0.00006742444,0.02158591,0.0007474525,0.5995446],"study_design_scores_gemma":[0.0003348078,0.00004027505,0.1937326,0.0008974191,0.00001722621,0.00001106696,0.676779,0.000003285789,0.0001282517,0.000328492,0.1275257,0.0002018895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810898,0.00014021,0.0001245938,0.00158069,0.00161063,0.0001071767,5.674336e-7,0.000007238731,0.01533912],"genre_scores_gemma":[0.9949166,0.00005304034,0.0004761401,0.0002200641,0.0004130276,2.600988e-7,0.000001360705,0.000005808358,0.003913769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5993427,"threshold_uncertainty_score":0.9876193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035701274499462,"score_gpt":0.2708712768515441,"score_spread":0.2605142641065494,"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."}}