{"id":"W2800769006","doi":"10.18741/jpcoe41","title":"Review: Adult and Lifelong Education: Global, National and Local perpectives","year":2018,"lang":"en","type":"article","venue":"Journal of Professional Continuing and Online Education","topic":"Global Education Systems and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Political science; Adult education; Regional science; Geography; Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000831179,0.00009059604,0.0001776354,0.00007317653,0.0003508455,0.0000723661,0.00007567198,0.00006869638,0.00003691442],"category_scores_gemma":[0.001056095,0.00007316164,0.00002946074,0.0001820992,0.0003368169,0.0003439201,0.00002449339,0.0001271149,0.000002454323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102882,"about_ca_system_score_gemma":0.002238663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006828511,"about_ca_topic_score_gemma":0.0004283919,"domain_scores_codex":[0.9988557,0.0002076716,0.0003650263,0.0001247675,0.0003265486,0.0001202625],"domain_scores_gemma":[0.9969116,0.0001004837,0.0003963633,0.00004459756,0.002357102,0.0001898913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005852893,0.0007779127,0.06264199,0.0004202875,0.00004763697,2.776278e-7,0.03847552,1.503495e-7,0.0000464689,0.07433096,0.4513542,0.3718461],"study_design_scores_gemma":[0.0002427799,0.0001055832,0.2702895,0.005260935,0.00004527816,0.0001178688,0.08050671,0.00001000341,0.000004215979,0.004771793,0.6384854,0.0001599912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911265,0.05743828,0.00003154278,0.044877,0.003368782,0.0001946142,0.00001220656,0.000009519245,0.002941523],"genre_scores_gemma":[0.9814081,0.00700262,0.001132583,0.004135286,0.003827205,0.000006662707,0.000006881536,0.000004544409,0.002476167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3716861,"threshold_uncertainty_score":0.3971292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147529798585488,"score_gpt":0.4178029299902369,"score_spread":0.4030499501316881,"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."}}