{"id":"W2214408454","doi":"","title":"The Extent of Both Instructor and Student Discourse in Online Courses","year":2008,"lang":"en","type":"article","venue":"ScholarSpace (University of Hawaii at Manoa)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vale (Canada)","funders":"","keywords":"Vitality; Discussion board; Online course; Quality (philosophy); Institution; Grounded theory; Medical education; Psychology; Qualitative analysis; Qualitative research; Higher education; Mathematics education; Qualitative property; Computer science; Pedagogy; Multimedia; Sociology; Political science; Medicine","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":[0.01098018,0.0001904033,0.0003830584,0.002333473,0.001303287,0.004178887,0.0004690239,0.0006879501,0.001723633],"category_scores_gemma":[0.07358635,0.0002378969,0.0002279255,0.001030422,0.001547394,0.003159401,0.00438822,0.0009667018,0.0002231018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178957,"about_ca_system_score_gemma":0.001270008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006527596,"about_ca_topic_score_gemma":0.001045285,"domain_scores_codex":[0.9863393,0.00864468,0.001006096,0.0009302077,0.002490809,0.0005888165],"domain_scores_gemma":[0.9098958,0.06644285,0.01260251,0.003026261,0.004881748,0.00315084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005618175,0.0005857131,0.5376545,0.0003211936,0.00008155805,0.0003322879,0.3309377,0.000296562,0.008516629,0.003603694,0.0005031879,0.1166051],"study_design_scores_gemma":[0.00004149744,0.0007097649,0.7248653,0.0005053298,0.00008445479,0.0006464194,0.2456629,0.002435327,0.004628282,0.004820447,0.01550461,0.00009565263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930495,0.0001788143,0.0009071745,0.0002072371,0.00001493378,0.00001955756,0.00001985659,0.00001257026,0.005590363],"genre_scores_gemma":[0.9988295,0.00006946742,0.0003998113,0.00004121059,0.00002000034,0.00002120189,0.00002087961,0.000005102594,0.0005927996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098018,"threshold_uncertainty_score":0.05806947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774489632516807,"score_gpt":0.2936083103995849,"score_spread":0.2758634140744168,"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."}}