{"id":"W2788246739","doi":"10.1145/3159450.3162196","title":"Building Community in Large or Virtual Classrooms","year":2018,"lang":"en","type":"article","venue":"","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Session (web analytics); Psychological intervention; Mathematics education; Computer science; Learning community; Virtual community; Psychology; Multimedia; Pedagogy; World Wide Web; The Internet","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":[0.003560113,0.0006957773,0.0004242148,0.0008771055,0.006652438,0.003162996,0.002497849,0.001522269,0.01427146],"category_scores_gemma":[0.009850828,0.0002991896,0.0005685044,0.0003468518,0.002353088,0.005447595,0.009774507,0.002094416,0.002589611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009719969,"about_ca_system_score_gemma":0.002511451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009874559,"about_ca_topic_score_gemma":0.003151288,"domain_scores_codex":[0.9973509,0.001490145,0.00004607309,0.0002802378,0.000299594,0.0005328836],"domain_scores_gemma":[0.9916078,0.00262294,0.0005173116,0.0007838052,0.0005565149,0.003911694],"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":[0.0003808298,0.01052435,0.01058019,0.0009836287,0.0000642306,0.001416515,0.1029535,0.001787251,0.01189899,0.03661221,0.09827089,0.7245275],"study_design_scores_gemma":[0.0006609734,0.003789135,0.01946444,0.001250132,0.0001414808,0.001802838,0.1419652,0.009403016,0.01045636,0.08152872,0.7292719,0.000265903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.648295,0.001261544,0.1826496,0.01796341,0.001769244,0.003429112,0.0002012171,0.004501786,0.1399291],"genre_scores_gemma":[0.8706452,0.0007460993,0.09468161,0.002420304,0.0002391295,0.00168737,0.0001927396,0.0002887488,0.02909882],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01427146,"threshold_uncertainty_score":0.04774284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09979098656996654,"score_gpt":0.45640119184235,"score_spread":0.3566102052723835,"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."}}