{"id":"W1532941252","doi":"10.19173/irrodl.v6i1.215","title":"Online Education Using Learning Objects","year":2005,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational technology; Distance education; Computer science; Online learning; Electronic learning; Multimedia; Mathematics education; World Wide Web; Psychology","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":[0.001226436,0.0004990727,0.0008968649,0.003242993,0.0003406142,0.001911304,0.0009318988,0.001313574,0.02487598],"category_scores_gemma":[0.003594923,0.000194004,0.0003812479,0.003854618,0.0005422047,0.003077021,0.0007367381,0.001417586,0.01297674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009814977,"about_ca_system_score_gemma":0.001383206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741052,"about_ca_topic_score_gemma":0.00423446,"domain_scores_codex":[0.9991038,0.0001332242,0.00005912294,0.00008951961,0.0005677814,0.00004653403],"domain_scores_gemma":[0.996084,0.001858059,0.0002786104,0.0001086907,0.001449131,0.0002215253],"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":[0.00003047105,0.00005018886,0.00009627593,0.00287658,0.00002189008,0.00006855477,0.00005913444,0.00009604245,0.0004929551,0.003363916,0.3567481,0.6360958],"study_design_scores_gemma":[0.000004513722,0.00003766434,0.0003360304,0.0016922,0.00001406143,0.0002226921,0.00004129996,0.00002198266,0.0001692084,0.0004895223,0.9969656,0.000005267643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0007215824,0.918283,0.001044716,0.01047576,0.01695753,0.00005572334,0.0001155594,0.00008358469,0.05226256],"genre_scores_gemma":[0.004726891,0.8974844,0.001117355,0.007461075,0.007807196,0.00005550668,0.000278145,0.00006190612,0.08100752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02487598,"threshold_uncertainty_score":0.0832184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053913733791944,"score_gpt":0.4729776467694353,"score_spread":0.3675862733902409,"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."}}