{"id":"W4297513581","doi":"10.19173/irrodl.v23i2.6034","title":"Revising and Validating the Community of Inquiry Instrument for MOOCs and other Global Online Courses  ","year":2022,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Community of inquiry; Survey instrument; Computer science; Online learning; Exploratory factor analysis; Online community; Confirmatory factor analysis; Mathematics education; Psychology; Lingua franca; Limiting; Massive open online course; World Wide Web; Applied psychology; Human–computer interaction; Psychometrics; Engineering; Linguistics","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":[0.007868249,0.00005881829,0.000171598,0.00003899931,0.0004752148,0.000135237,0.001092467,0.00001118571,0.000007432106],"category_scores_gemma":[0.001671881,0.00003802194,0.00002364674,0.0003286555,0.0002072201,0.00010541,0.002403568,0.0005503232,8.057687e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004577293,"about_ca_system_score_gemma":0.00008566985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713399,"about_ca_topic_score_gemma":0.00001365392,"domain_scores_codex":[0.9979706,0.001096934,0.0002741811,0.0001258194,0.0004074693,0.0001249786],"domain_scores_gemma":[0.9981627,0.001278346,0.0001807425,0.0001919186,0.0001583326,0.00002792304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001774419,0.0006147035,0.2724522,0.004830271,0.0002165172,0.00000600294,0.003584364,0.003574536,0.0001623142,0.2284142,0.001749393,0.484218],"study_design_scores_gemma":[0.004345912,0.001827809,0.05746376,0.02749293,0.00008538109,0.0002431079,0.06956375,0.5536695,0.0001221515,0.05074339,0.233845,0.0005973537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079934,0.02298428,0.006428475,0.06062162,0.00009885267,0.001004833,0.0002980587,0.00001437243,0.0005561473],"genre_scores_gemma":[0.9940009,0.003989484,0.001590265,0.0003000647,0.0000224844,0.00001924209,0.00004419339,0.000003414295,0.00002999427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5500949,"threshold_uncertainty_score":0.3655016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2159311857337819,"score_gpt":0.499499276742806,"score_spread":0.2835680910090241,"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."}}