{"id":"W3000318324","doi":"10.19173/irrodl.v20i5.3985","title":"Designing a Community of Inquiry in Online Courses","year":2020,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":300,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community of inquiry; Mathematics education; Quality (philosophy); Instructional design; Online discussion; Online community; Learning community; Online learning; Order (exchange); Cognition; Psychology; Computer science; Pedagogy; Multimedia; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01001527,0.00005359244,0.0002289787,0.00008337012,0.0001998447,0.00005184697,0.001021538,0.00003267872,0.0001166367],"category_scores_gemma":[0.01023995,0.00004163674,0.00002921262,0.0007515156,0.0003862757,0.0001844539,0.0005596364,0.001109793,0.000002204525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005618892,"about_ca_system_score_gemma":0.0004308301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691808,"about_ca_topic_score_gemma":0.0006464442,"domain_scores_codex":[0.995947,0.002829559,0.0003464781,0.0001065729,0.0005877606,0.0001826397],"domain_scores_gemma":[0.9976549,0.001768741,0.0001447544,0.00008883807,0.0002814058,0.0000614184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005398677,0.001040168,0.6825619,0.005092861,0.0001052163,0.00004847338,0.0354518,0.001436773,0.001078056,0.03261341,0.003540603,0.2364909],"study_design_scores_gemma":[0.002263771,0.0005403166,0.04693205,0.03757233,0.00002100975,0.000004151727,0.5886897,0.00285462,0.0003097367,0.003168112,0.3173303,0.0003139501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910238,0.01465978,0.0003135118,0.08253395,0.00006485418,0.0009286695,0.00005311468,0.00001566699,0.01040664],"genre_scores_gemma":[0.9778331,0.02138187,0.0004121067,0.0001863112,0.00005961861,0.000009449827,0.00007350111,0.000004121751,0.00003994835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6356298,"threshold_uncertainty_score":0.9980972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2765288472413879,"score_gpt":0.5267974398521428,"score_spread":0.2502685926107549,"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."}}