{"id":"W1608393154","doi":"10.19173/irrodl.v11i2.833","title":"The challenges of implementing distance education in Uganda: A case study","year":2010,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Curriculum; Affect (linguistics); Economic growth; Developing country; Sociology; Political science; Public relations; Pedagogy; Economics","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":[0.01729815,0.00004811343,0.0001366975,0.0000697656,0.0004168599,0.0001019997,0.0006777968,0.00002089122,0.00004583194],"category_scores_gemma":[0.004439391,0.00003035512,0.00002148525,0.0003731211,0.0002184735,0.0001590166,0.0003581794,0.000672727,9.130999e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004365666,"about_ca_system_score_gemma":0.0007145418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007321865,"about_ca_topic_score_gemma":0.03518578,"domain_scores_codex":[0.9977764,0.001011595,0.0003376386,0.0001380841,0.0005301042,0.0002061659],"domain_scores_gemma":[0.9979426,0.001386481,0.0001670733,0.0001313092,0.000339607,0.00003290249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000383509,0.0003377892,0.2655665,0.0003129332,0.00002145366,0.00003324599,0.004274286,0.000005263797,0.00002931143,0.1100415,0.0001644945,0.619175],"study_design_scores_gemma":[0.0005970508,0.0001038805,0.02305228,0.003389206,0.00000836406,0.00002631386,0.5778756,0.0001915449,0.00001246534,0.002805064,0.3918422,0.0000960828],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955493,0.0141852,0.000006567666,0.01586569,0.00008443857,0.0008376599,0.000006168555,0.00000345047,0.01351782],"genre_scores_gemma":[0.9736616,0.02599738,0.00004619366,0.000009581863,0.00005693922,0.00005010857,0.000006293309,0.000003130013,0.0001687715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6190789,"threshold_uncertainty_score":0.9992884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09233681104124128,"score_gpt":0.5225031079553674,"score_spread":0.4301662969141261,"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."}}