{"id":"W1514241575","doi":"10.19173/irrodl.v9i2.490","title":"Does the Community of Inquiry Framework Predict Outcomes in Online MBA Courses?","year":2008,"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":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community of inquiry; Distance education; Online learning; Sample (material); Psychology; Online community; Empirical research; Online discussion; Online participation; Knowledge management; Computer science; Medical education; Mathematics education; The Internet; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009125935,0.0002424403,0.0004467487,0.002701835,0.001261928,0.003975545,0.0009016405,0.00111595,0.003310745],"category_scores_gemma":[0.05693096,0.0001835818,0.0004443149,0.001726622,0.0016942,0.00342172,0.002764364,0.002117346,0.000634201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466655,"about_ca_system_score_gemma":0.002017538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008055858,"about_ca_topic_score_gemma":0.01198925,"domain_scores_codex":[0.9952714,0.001904922,0.00025347,0.0003680939,0.001598761,0.0006034112],"domain_scores_gemma":[0.9533182,0.01993531,0.01156302,0.001882309,0.004967159,0.008334072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006381468,0.001052601,0.9555514,0.00003435417,0.00002697187,0.00004264545,0.005905393,0.0001411176,0.000136539,0.00128636,0.0003968692,0.03536194],"study_design_scores_gemma":[0.00001546886,0.0003082008,0.9742523,0.00008821046,0.00002011783,0.00008798052,0.01802155,0.002279524,0.0001536541,0.003424168,0.001327537,0.00002130833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931489,0.0001417579,0.0008416586,0.0008077908,0.00001724682,0.00005902702,0.0000521441,0.00001069812,0.004920819],"genre_scores_gemma":[0.9989948,0.00007651679,0.0004379903,0.00004619985,0.000007594143,0.00004159527,0.00004397926,0.000005518737,0.0003457868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009125935,"threshold_uncertainty_score":0.04826313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1646628941486573,"score_gpt":0.5112261379383181,"score_spread":0.3465632437896608,"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."}}