{"id":"W2023190641","doi":"10.1145/1125280.1125282","title":"Development principles for online courses","year":2005,"lang":"en","type":"article","venue":"eLearn","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Mathematics education; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001915192,0.0004067941,0.000188995,0.001109322,0.001205915,0.002452396,0.001155737,0.0009723948,0.02885858],"category_scores_gemma":[0.003703079,0.0003645381,0.0006088077,0.000765254,0.001981559,0.00268045,0.002564026,0.001771808,0.009836392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110078,"about_ca_system_score_gemma":0.00197164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181797,"about_ca_topic_score_gemma":0.002217457,"domain_scores_codex":[0.9986737,0.0004082256,0.0001179423,0.0001420173,0.0005487254,0.0001093806],"domain_scores_gemma":[0.99853,0.0005219677,0.00008119778,0.0002740143,0.0004637017,0.0001290682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006897803,0.00005152117,0.0002717956,0.0001779033,0.000005453698,0.00008808751,0.0005676679,0.001159596,0.0007762839,0.8238214,0.0209822,0.152091],"study_design_scores_gemma":[0.00001578307,0.00003913036,0.0004077668,0.0002462888,0.00001248563,0.0002518554,0.000368994,0.003683149,0.001893792,0.3513579,0.6417096,0.00001319014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003375663,0.0013159,0.7104585,0.003702755,0.0005158093,0.0004820623,0.0001708273,0.0006345787,0.279344],"genre_scores_gemma":[0.09097868,0.002035122,0.656446,0.0007217568,0.0002024936,0.001260148,0.0003323663,0.0003875018,0.247636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02885858,"threshold_uncertainty_score":0.09654152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717657782579404,"score_gpt":0.3657131928221116,"score_spread":0.3085366149963175,"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."}}