{"id":"W2765534680","doi":"10.5539/mas.v11n11p20","title":"Distance Learning – A Potential Opportunity for Thailand","year":2017,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Distance education; Workforce; Quality (philosophy); Higher education; Agency (philosophy); Open learning; Medical education; Computer science; Pedagogy; Psychology; Sociology; Cooperative learning; Political science; Teaching method; Medicine","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":[0.001395339,0.00021512,0.0001782519,0.0003254786,0.00251758,0.005096838,0.0006745351,0.0008236282,0.01929275],"category_scores_gemma":[0.002886302,0.0001467091,0.0002264044,0.001023237,0.0008801256,0.003093101,0.005865803,0.001528423,0.002680102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008906025,"about_ca_system_score_gemma":0.003795375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080721,"about_ca_topic_score_gemma":0.004692697,"domain_scores_codex":[0.9988581,0.0005075638,0.00003711167,0.00007458852,0.0002315322,0.0002911396],"domain_scores_gemma":[0.9946248,0.0009369783,0.0004284856,0.0002575686,0.0005123637,0.003239752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001142282,0.001508546,0.1158037,0.002345668,0.00005178299,0.01208778,0.1145446,0.0005540004,0.01337833,0.05569676,0.03620507,0.6466815],"study_design_scores_gemma":[0.00006935096,0.002420782,0.1057589,0.001255797,0.00005725698,0.01077888,0.3179531,0.001315732,0.003104011,0.01303625,0.5440691,0.0001808182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7982238,0.005062918,0.005826434,0.01994014,0.0007171417,0.0002372977,0.0003300018,0.0001476642,0.1695145],"genre_scores_gemma":[0.9544673,0.002061428,0.002567209,0.001565413,0.0001148235,0.000101501,0.0001751263,0.00003645268,0.03891076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929275,"threshold_uncertainty_score":0.06454062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525912321549009,"score_gpt":0.2895099770092792,"score_spread":0.2642508537937891,"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."}}