{"id":"W1793778897","doi":"10.17718/tojde.92580","title":"REVIEW: South & East Asian Adult Education: Chronologies in Commonwealth Countries","year":2002,"lang":"en","type":"article","venue":"Turkish Online Journal of Distance Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Comparative education; Political science; Adult education; Economic growth; International education; Library science; Literacy; Sociology; Higher education; Pedagogy; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006875138,0.0001347167,0.0003297006,0.0002095743,0.0002193704,0.00009068366,0.0003804978,0.00008437008,0.0004409033],"category_scores_gemma":[0.0007780236,0.000125293,0.00008581126,0.0006027896,0.0001725309,0.0005279037,0.00001028997,0.0002902845,0.00004264759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578024,"about_ca_system_score_gemma":0.003240221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005515717,"about_ca_topic_score_gemma":0.002427508,"domain_scores_codex":[0.9981062,0.0002907103,0.0008263208,0.0001438327,0.0003732282,0.0002597326],"domain_scores_gemma":[0.9975013,0.0000519525,0.001015662,0.0002272763,0.001026925,0.0001768776],"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":[0.00001698156,0.001914568,0.09998352,0.0007016752,0.00002169864,8.262464e-7,0.1429623,0.000001960266,0.000002280187,0.03107523,0.6426681,0.08065087],"study_design_scores_gemma":[0.000157219,0.00004147181,0.0185243,0.002682236,0.00001863289,0.00001194907,0.1463611,0.000001447372,8.045931e-7,0.0004804343,0.8315846,0.0001358371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2867216,0.2708648,0.0001075557,0.3973308,0.009774643,0.001044124,0.00006935977,0.00006394668,0.03402321],"genre_scores_gemma":[0.940864,0.04365338,0.0009271817,0.00663206,0.004328679,0.00002731967,0.00002412464,0.00001628635,0.00352696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6541424,"threshold_uncertainty_score":0.5748013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451757484761288,"score_gpt":0.3678176740844799,"score_spread":0.333300099236867,"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."}}