{"id":"W3144598632","doi":"10.29173/iasl7785","title":"Building Communities Through Online Spaces","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Perception; Online learning; Sense of community; Psychology; Face (sociological concept); Distance education; Online community; Learning community; Online participation; Medical education; Mathematics education; Pedagogy; Sociology; Computer science; World Wide Web; The Internet; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004062676,0.000168873,0.0002441605,0.00005627094,0.0008404973,0.0005488119,0.0004173707,0.000147261,0.0005881468],"category_scores_gemma":[0.0004616404,0.000170826,0.00007372453,0.0004676057,0.0003544808,0.001196325,0.0001962009,0.0004846233,0.00002761275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005042204,"about_ca_system_score_gemma":0.0007351288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443139,"about_ca_topic_score_gemma":0.001715769,"domain_scores_codex":[0.9985051,0.00006736235,0.0002230908,0.0002421942,0.0004608074,0.0005014051],"domain_scores_gemma":[0.9981241,0.0001140599,0.0001225388,0.00009555421,0.001426324,0.0001173912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001762246,0.0002055905,0.01510114,0.00007159881,0.00004501739,0.00001955712,0.72059,0.000003901479,0.0004940229,0.2253653,0.003198274,0.03488803],"study_design_scores_gemma":[0.0001221046,0.00003551129,0.0003800026,0.0001063513,0.00001457504,0.000005574559,0.6105962,0.00005690589,0.0004898628,0.00789939,0.3801041,0.0001895155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580918,0.000293554,0.0003744127,0.01203041,0.0001991734,0.00009226144,0.00002954382,0.0002496122,0.02863923],"genre_scores_gemma":[0.9723374,0.0004598204,0.02220122,0.0005068943,0.0005717148,0.000007395584,0.00001889452,0.00001628365,0.003880437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769058,"threshold_uncertainty_score":0.6966082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05478203210399343,"score_gpt":0.3538497956227381,"score_spread":0.2990677635187446,"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."}}