{"id":"W2152657345","doi":"10.19173/irrodl.v10i2.618","title":"Pedagogical and Design Aspects of a Blended Learning Course","year":2009,"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":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blended learning; Instructional design; Computer science; Educational technology; Massive open online course; Usability; Mathematics education; Higher education; Multimedia; Psychology; Human–computer interaction","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":[0.01070486,0.00007597555,0.0002555681,0.00008842486,0.0003107123,0.0001110121,0.0006018786,0.00004795875,0.0001837576],"category_scores_gemma":[0.005222328,0.00005530155,0.00003485814,0.000464615,0.0003475486,0.0002034308,0.0002362484,0.0007778587,0.000003093337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004741039,"about_ca_system_score_gemma":0.0006789718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003621627,"about_ca_topic_score_gemma":0.00004417401,"domain_scores_codex":[0.9967461,0.001703336,0.0003133306,0.0001931119,0.0007883277,0.0002557958],"domain_scores_gemma":[0.9981219,0.001188701,0.0001684651,0.00008808846,0.0003487849,0.00008405449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003449156,0.0004214818,0.03283154,0.0007026611,0.00008048443,0.00005447783,0.003315615,0.0006617333,0.0003985829,0.4692684,0.001148333,0.4907717],"study_design_scores_gemma":[0.003058088,0.001742822,0.05701364,0.02474243,0.00008083758,0.00004324378,0.08983999,0.004759094,0.0003542486,0.04255033,0.7752641,0.0005511487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4011112,0.1137308,0.003094287,0.2283605,0.0001957992,0.004267151,0.00003545011,0.00009634991,0.2491083],"genre_scores_gemma":[0.9510409,0.0476583,0.0004880934,0.0000645937,0.00005554705,0.000009208702,0.00001900464,0.000003980495,0.0006603444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7741158,"threshold_uncertainty_score":0.6251992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1906108685931468,"score_gpt":0.5182653593081858,"score_spread":0.327654490715039,"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."}}