{"id":"W7115777774","doi":"10.1108/dl-12-2007-0007","title":"Wimba Live Classroom","year":2007,"lang":"en","type":"article","venue":"Distance Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Online participation; Online learning; Quality (philosophy); Class (philosophy); Process (computing); Higher education; Online presence management; Learning environment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004720335,0.001239318,0.00077157,0.001236052,0.003933189,0.003847451,0.002028552,0.001073476,0.5756387],"category_scores_gemma":[0.001014279,0.0004285323,0.0006188042,0.001096466,0.0003975605,0.00305547,0.005763412,0.002186203,0.3026237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009262705,"about_ca_system_score_gemma":0.002073898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190006,"about_ca_topic_score_gemma":0.0205406,"domain_scores_codex":[0.9994635,0.00004494776,0.00001863041,0.0001485501,0.000183086,0.0001413414],"domain_scores_gemma":[0.9993804,0.00003110626,0.00002234998,0.0000864705,0.0001500679,0.0003294809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003285134,0.001056031,0.0009962037,0.0003179352,0.00001012728,0.0003608322,0.0009826549,0.00008943365,0.003524591,0.007849537,0.705674,0.2788101],"study_design_scores_gemma":[0.00002469903,0.00007079708,0.001336786,0.00007365826,0.000006439054,0.0001278473,0.0005481457,0.0001194381,0.0005574336,0.001519217,0.9955989,0.00001661599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008770821,0.0005611176,0.006146234,0.00166821,0.001142218,0.0005591672,0.006346424,0.00810891,0.9666969],"genre_scores_gemma":[0.02925457,0.000616751,0.009590971,0.001103445,0.0002312614,0.0007927552,0.006867939,0.001353293,0.9501889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5756387,"threshold_uncertainty_score":0.6052998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320539769438,"score_gpt":0.3168751686036789,"score_spread":0.3036697709092989,"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."}}