{"id":"W4388539458","doi":"10.18357/otessaj.2023.3.1.50","title":"Developing Learning Communities Online","year":2023,"lang":"en","type":"article","venue":"The Open/Technology in Education Society and Scholarship Association Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Asynchronous communication; Learning community; Asynchronous learning; Medical education; Resource (disambiguation); Distance education; Computer science; Online learning; Blended learning; Synchronous learning; Educational technology; Mathematics education; Psychology; Cooperative learning; World Wide Web; Teaching method; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008149744,0.0005413961,0.0003316553,0.001962454,0.004626612,0.006060692,0.002230518,0.001911759,0.01067301],"category_scores_gemma":[0.02275914,0.0005258905,0.0006755193,0.001013948,0.00236291,0.01332336,0.01487529,0.001906077,0.002772144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008649016,"about_ca_system_score_gemma":0.003609023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007396156,"about_ca_topic_score_gemma":0.001605656,"domain_scores_codex":[0.9944734,0.00328279,0.0002125887,0.0007312227,0.0008566884,0.0004434196],"domain_scores_gemma":[0.9802776,0.008097071,0.001260448,0.003251553,0.002345833,0.004767559],"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":[0.0001415099,0.0018654,0.01784362,0.0008673429,0.00008586359,0.001155649,0.1157443,0.002110512,0.009868401,0.1324161,0.03183904,0.6860623],"study_design_scores_gemma":[0.0001926487,0.001056595,0.007090733,0.0008075822,0.0001141663,0.001971644,0.09609956,0.02281491,0.009906389,0.2349706,0.6247963,0.0001788679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3515645,0.001180263,0.4721735,0.01084828,0.0008580748,0.002898522,0.000294534,0.003758596,0.1564237],"genre_scores_gemma":[0.6869947,0.0008127414,0.2760919,0.0008272015,0.0002017676,0.001150391,0.0006171784,0.0004318393,0.03287223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01067301,"threshold_uncertainty_score":0.04310048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06304224605631259,"score_gpt":0.403044494708347,"score_spread":0.3400022486520344,"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."}}