{"id":"W1589778007","doi":"","title":"Rapid Instructional Design: Increasing Educator Capacity for Developing Elearning Solutions","year":2010,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Session (web analytics); Instructional design; Quality (philosophy); Computer science; Process (computing); Control (management); Multimedia; Mathematics education; Medical education; Psychology; Medicine; World Wide Web; 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":[0.01540374,0.0008690701,0.0004721057,0.001967303,0.001011745,0.004215202,0.002451821,0.002369175,0.03510165],"category_scores_gemma":[0.05023285,0.0007892587,0.0008949805,0.0007243921,0.0008589558,0.007309899,0.007345621,0.001818679,0.008658835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101127,"about_ca_system_score_gemma":0.002719071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610683,"about_ca_topic_score_gemma":0.0008352686,"domain_scores_codex":[0.9925508,0.003934144,0.0004860966,0.0007530536,0.001782582,0.0004932348],"domain_scores_gemma":[0.9545867,0.02708911,0.00265774,0.006402608,0.004959873,0.004303996],"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":[0.0002978683,0.001946009,0.004827873,0.001354372,0.00003038532,0.0003431252,0.007912393,0.0008293776,0.02036914,0.005820842,0.04710715,0.9091615],"study_design_scores_gemma":[0.001207585,0.006128107,0.01874786,0.002090681,0.0002400507,0.004348128,0.01016271,0.01342367,0.07972086,0.03280044,0.8307674,0.000362573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2524939,0.002601947,0.5374861,0.02508185,0.001742188,0.005092841,0.0005867288,0.0252908,0.1496236],"genre_scores_gemma":[0.2557674,0.001241667,0.6998386,0.001863912,0.0002987504,0.002346303,0.0004501227,0.001120646,0.03707255],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03510165,"threshold_uncertainty_score":0.1174268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0539904740742016,"score_gpt":0.2764227601399395,"score_spread":0.2224322860657379,"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."}}