{"id":"W357856876","doi":"10.21225/d5b01k","title":"Lifelong Learning: Devastated by Funding Policies?","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lifelong learning; Political science; Public administration; Psychology; Sociology; Economic growth; Pedagogy; Economics","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":[0.001598041,0.00005314906,0.00009385463,0.0005064101,0.000514919,0.00009161361,0.0001872257,0.00006727545,0.0001019065],"category_scores_gemma":[0.0005656513,0.00006650402,0.00004747727,0.0004553026,0.00009477748,0.0003155268,0.00000314436,0.0001733884,0.000009592288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211499,"about_ca_system_score_gemma":0.003654054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1232306,"about_ca_topic_score_gemma":0.09455922,"domain_scores_codex":[0.9991699,0.0001790153,0.0001682158,0.00006250764,0.0001304352,0.0002898928],"domain_scores_gemma":[0.9983155,0.0001303474,0.0003003574,0.00004960471,0.000487089,0.0007171246],"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":[0.00001632294,0.00003401091,0.4044369,0.00001016212,0.00003492546,0.00001480388,0.3925608,0.000009379181,0.0004450112,0.02262541,0.125239,0.05457316],"study_design_scores_gemma":[0.00007637984,0.0000121873,0.01589229,0.00005539856,0.0000095938,0.000006003086,0.2307888,3.10102e-7,0.00002583779,0.00002186678,0.7530503,0.00006097754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681958,0.0002023399,0.0003316416,0.003086334,0.001218397,0.00005714016,0.000002020192,0.000008982891,0.02689736],"genre_scores_gemma":[0.9802964,0.00002659703,0.0001007413,0.0001332479,0.0006262256,2.810861e-8,0.000003354353,0.000005216124,0.01880817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6278113,"threshold_uncertainty_score":0.9219627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692924871666328,"score_gpt":0.2904041716073785,"score_spread":0.2734749228907152,"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."}}