{"id":"W3025653737","doi":"","title":"Limitations of the Community of Inquiry Framework.","year":2019,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Community of inquiry; Sociology; Psychology; Epistemology; Philosophy; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.001018049,0.00005142136,0.0001197555,0.0001079744,0.0001507369,0.00002971335,0.0006039311,0.00005600888,0.0001264814],"category_scores_gemma":[0.003582098,0.00004239508,0.000113612,0.0002315334,0.0001606858,0.0002867522,0.00003635964,0.0006390284,0.000005744949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142699,"about_ca_system_score_gemma":0.001053201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001278902,"about_ca_topic_score_gemma":0.0001038084,"domain_scores_codex":[0.9983757,0.000524622,0.0003843128,0.00004862023,0.0005860662,0.00008068251],"domain_scores_gemma":[0.9967647,0.0008461243,0.001023892,0.0001163303,0.001216078,0.00003284192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001135619,0.0008927523,0.4427178,0.00003735918,0.000166719,4.106507e-7,0.09283035,0.004599369,0.001858233,0.3671736,0.001038936,0.08857092],"study_design_scores_gemma":[0.0004049414,0.0001943564,0.2206001,0.001373995,0.00005598565,0.000006534553,0.2539593,0.00007613975,0.0006855899,0.0178521,0.50463,0.0001609761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825987,0.0001708436,0.00244458,0.003647821,0.003327389,0.00006759264,0.000001721689,0.000005061412,0.007736301],"genre_scores_gemma":[0.995847,0.0001585163,0.002488648,0.00005230547,0.0004482428,9.338416e-7,0.000003472052,0.000005734274,0.0009951002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5035911,"threshold_uncertainty_score":0.4288365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338368726841102,"score_gpt":0.377160490302991,"score_spread":0.3137768030345799,"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."}}