{"id":"W1511431382","doi":"10.21225/d52g6t","title":"Lifelong Learning in Institutions of Higher Education","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Lifelong learning; Citizenship; Adult education; Higher education; Learning society; Pedagogy; Adult Learning; Political science; Sociology","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":[0.00158762,0.00005108635,0.0001031879,0.0007750508,0.0002483306,0.00003881238,0.0002092379,0.00008022456,0.0002054424],"category_scores_gemma":[0.0009728958,0.0000677556,0.00004090374,0.0007309592,0.0001586922,0.0006990103,0.000004124417,0.0002962247,0.000006155219],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008516106,"about_ca_system_score_gemma":0.01419013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05576035,"about_ca_topic_score_gemma":0.1072883,"domain_scores_codex":[0.9991005,0.0002693452,0.0002242224,0.00007631313,0.0001477772,0.0001818126],"domain_scores_gemma":[0.9983041,0.0002183497,0.0004694806,0.00006611091,0.0006223574,0.0003196237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000219761,0.000125178,0.7938273,0.00001282364,0.00001369594,0.000007733951,0.0936337,0.0001656635,0.0001193083,0.05323917,0.003150223,0.05568324],"study_design_scores_gemma":[0.00007734427,0.00001207623,0.3342657,0.0001232002,0.00001392367,0.000001944538,0.04780924,2.413991e-7,0.00001212646,0.00005247622,0.6175833,0.00004846903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464325,0.0003368964,0.00008725039,0.004326178,0.002242752,0.00007150984,3.886075e-7,0.000006528458,0.04649595],"genre_scores_gemma":[0.9788027,0.00002699038,0.0007879323,0.00007202656,0.000335467,9.37927e-8,0.00000240075,0.000004226687,0.0199681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6144331,"threshold_uncertainty_score":0.9913985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232881483354605,"score_gpt":0.323638465898838,"score_spread":0.301309651065292,"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."}}