{"id":"W2216499560","doi":"","title":"Embedding Instructional Design Supports in Course Management System - Implications from Literature Review","year":2006,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Course (navigation); Embedding; Computer science; Knowledge management; Management science; Mathematics education; Engineering; Psychology; Artificial intelligence","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":[0.01771397,0.0005238493,0.0009515184,0.006123092,0.00104731,0.005075717,0.001799121,0.002110718,0.004250997],"category_scores_gemma":[0.08652746,0.0003848402,0.0005795435,0.005171189,0.0009862469,0.005741058,0.001065754,0.000691271,0.0007736267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322357,"about_ca_system_score_gemma":0.005727924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552597,"about_ca_topic_score_gemma":0.00408187,"domain_scores_codex":[0.989096,0.005932841,0.001305651,0.0005415228,0.002847754,0.0002763431],"domain_scores_gemma":[0.7700314,0.2063768,0.005670906,0.003548935,0.01348815,0.0008838135],"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":[0.0008598213,0.001646314,0.02654724,0.01909444,0.0004374312,0.0006521834,0.006069697,0.001246459,0.003920426,0.007705469,0.00249319,0.9293274],"study_design_scores_gemma":[0.001699936,0.009391542,0.1523684,0.1714721,0.01400991,0.00537717,0.09627555,0.0164822,0.1082605,0.02802405,0.396317,0.0003217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6228073,0.2250811,0.04149591,0.01831102,0.0009097696,0.001443653,0.0009149192,0.0004656303,0.08857071],"genre_scores_gemma":[0.9031287,0.05826252,0.03431726,0.001327268,0.0002652152,0.0004328698,0.0003706891,0.00004776313,0.00184781],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01771397,"threshold_uncertainty_score":0.09368151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026934683210116,"score_gpt":0.3172283920964502,"score_spread":0.296959045264349,"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."}}