{"id":"W2468618125","doi":"10.19173/irrodl.v17i2.2402","title":"Comparative Analysis of Pedagogical Strategies Across Disciplines in Open Distance Learning at UnisaODL at Unisa","year":2016,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Higher education; Equity (law); Open education; Access to Higher Education; Sociology; Open learning; Pedagogy; Mathematics education; Teaching method; Political science; Psychology; Economic growth; Economics; Cooperative learning","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":[0.002092118,0.0001939323,0.0002585945,0.002034704,0.001184317,0.00384175,0.0007400872,0.0006967932,0.002586583],"category_scores_gemma":[0.007723495,0.0001241044,0.0002469678,0.001288382,0.001062486,0.001509275,0.002317527,0.0006086741,0.0008376553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286502,"about_ca_system_score_gemma":0.002085829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006403,"about_ca_topic_score_gemma":0.007176774,"domain_scores_codex":[0.9976356,0.001039316,0.0001405191,0.000158044,0.0006187194,0.0004078452],"domain_scores_gemma":[0.9938694,0.002699788,0.0006720781,0.0001566728,0.001116233,0.001485762],"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":[0.0007376384,0.00288815,0.1963031,0.001217081,0.00008981563,0.001172269,0.2637713,0.0009931994,0.02466235,0.01022865,0.001308243,0.4966282],"study_design_scores_gemma":[0.00007658727,0.002556013,0.5114206,0.0007663411,0.00007733428,0.0007586987,0.4265358,0.001852423,0.006608056,0.003375628,0.04588445,0.00008801457],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881548,0.000342142,0.0007097967,0.0001574324,0.000006993309,0.00007176784,0.00001977176,0.000008339379,0.01052912],"genre_scores_gemma":[0.9932709,0.0005039915,0.001230875,0.00007956046,0.000003438941,0.00005939989,0.00003315018,0.000008503364,0.004810201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00384175,"threshold_uncertainty_score":0.01658988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2310452044672918,"score_gpt":0.5506921877092674,"score_spread":0.3196469832419757,"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."}}