{"id":"W2219098516","doi":"","title":"Towards a Real Virtual Classroom","year":2010,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Whiteboard; Ajax; Distance education; Computer science; World Wide Web; Multimedia; RSS; Virtual classroom; Architecture; Videoconferencing; Web application; Pedagogy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003152124,0.0001104606,0.0001301543,0.0002082494,0.0005966833,0.00006411023,0.0004580519,0.0001917413,0.0009904022],"category_scores_gemma":[0.0001512889,0.0001240857,0.0001012592,0.0005299015,0.000249674,0.0005204862,0.0001224134,0.0004857658,0.0001940618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009824556,"about_ca_system_score_gemma":0.0007876095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008686898,"about_ca_topic_score_gemma":0.06153568,"domain_scores_codex":[0.9988372,0.0001343972,0.00006609001,0.0002589062,0.0003217082,0.0003817387],"domain_scores_gemma":[0.9993186,0.00008906671,0.00006611511,0.0001996452,0.0001020743,0.000224488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005706679,0.0001516456,0.01945995,0.000005417981,0.00005293527,0.0002222108,0.01109739,0.000005854612,0.002911088,0.8731735,0.01162146,0.08124152],"study_design_scores_gemma":[0.0003061063,0.00006620554,0.003342075,0.000006155488,0.00002218824,0.000001190576,0.0184092,0.00001674829,0.0001221641,0.0002734609,0.9772575,0.0001769306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.58745,0.000002788327,0.0002147058,0.005575846,0.0004277847,0.00007828951,0.000005400041,0.00018988,0.4060554],"genre_scores_gemma":[0.8663774,0.00007370688,0.003835707,0.00005264383,0.000529777,2.368631e-7,0.000006621536,0.0000130284,0.1291109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9656361,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117283123931217,"score_gpt":0.2619691642723379,"score_spread":0.2502408518792162,"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."}}