{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371787,0.00008944126,0.0001146495,0.00005423967,0.00079796,0.00007422484,0.0001675702,0.00009246125,0.0004758902],"category_scores_gemma":[0.0005522549,0.00009416125,0.00006082619,0.0003107268,0.0001389245,0.0002010359,0.0000231394,0.0004981878,0.0003566882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045661,"about_ca_system_score_gemma":0.0001312729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573123,"about_ca_topic_score_gemma":0.002371622,"domain_scores_codex":[0.998619,0.0001381153,0.000164731,0.0002117565,0.0003521849,0.000514208],"domain_scores_gemma":[0.9993795,0.0002216552,0.000100954,0.00009432469,0.00007683734,0.0001267035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006893874,0.00008636968,0.4225788,0.00002138645,0.00002879049,0.00008628286,0.03483853,0.0004473118,0.000576236,0.1270351,0.001070419,0.4131618],"study_design_scores_gemma":[0.0001152221,0.00002544687,0.006191598,0.00002617345,0.000005446564,4.950381e-7,0.04243195,0.00004156981,0.0000347296,0.0004188581,0.9505694,0.0001391144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5247402,0.0006376982,0.03531479,0.001792796,0.0004770839,0.0001481871,9.710038e-7,0.0004732517,0.436415],"genre_scores_gemma":[0.974104,0.00005669361,0.003372749,0.000109591,0.0006431728,0.000001874998,0.00000634936,0.00001522522,0.02169035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.949499,"threshold_uncertainty_score":0.6137344,"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."}}