{"id":"W4407287577","doi":"10.5539/jel.v14n3p155","title":"Lifelong Learning in Crisis: Vocational Education Management at Community Learning Centers in Cambodia During the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Cambodian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kasetsart University","keywords":"Pandemic; Vocational education; Lifelong learning; Crisis management; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Pedagogy; Psychology; Political science; Medicine; Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082527,0.0001925122,0.0002011311,0.0005843658,0.005064638,0.002659833,0.0009478339,0.001371546,0.005785809],"category_scores_gemma":[0.001704027,0.0001786635,0.0001191112,0.0006562262,0.003099927,0.00190806,0.0044443,0.001603118,0.000303178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006890333,"about_ca_system_score_gemma":0.009087578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04026426,"about_ca_topic_score_gemma":0.09441665,"domain_scores_codex":[0.998888,0.0003237134,0.00002608499,0.00006194326,0.00005584613,0.0006444862],"domain_scores_gemma":[0.9983701,0.0002505841,0.0002565152,0.00002579782,0.0001090463,0.0009880252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002085102,0.0005772992,0.3254686,0.001090417,0.00003070017,0.01368849,0.5419552,0.001061094,0.002955999,0.007625668,0.01639667,0.08894138],"study_design_scores_gemma":[0.000007353158,0.0001239723,0.1375998,0.0004826685,0.000004961995,0.0004883032,0.8462439,0.0002519853,0.0001581006,0.0004918503,0.01412759,0.00001967513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872544,0.0005099358,0.0001056458,0.005990876,0.00003742009,0.00006687618,0.00006721531,0.000005007435,0.005962539],"genre_scores_gemma":[0.9973718,0.0003704051,0.0000846652,0.000711446,0.00001024898,0.00003852826,0.00003791882,0.000002425522,0.00137255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04026426,"threshold_uncertainty_score":0.08005977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600701493714358,"score_gpt":0.3485444174308017,"score_spread":0.3225374024936581,"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."}}