{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08123454,0.0006319896,0.00082458,0.003838818,0.002399736,0.003930668,0.00180532,0.001272277,0.003020013],"category_scores_gemma":[0.143645,0.00055486,0.001398047,0.002897864,0.002579754,0.003988459,0.004005578,0.002855782,0.001192603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003468109,"about_ca_system_score_gemma":0.01668585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006683908,"about_ca_topic_score_gemma":0.01144787,"domain_scores_codex":[0.9571879,0.02005098,0.005459582,0.00274332,0.01285895,0.001699277],"domain_scores_gemma":[0.8573775,0.07054942,0.008208724,0.01154204,0.04823497,0.004087413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003648757,0.002635836,0.3040377,0.001292171,0.0001407481,0.000393389,0.06313367,0.002474004,0.009109614,0.02035908,0.01469691,0.5813619],"study_design_scores_gemma":[0.0005735095,0.00311361,0.6155998,0.003822599,0.0003691502,0.0009970902,0.08111127,0.01583694,0.01591094,0.0242081,0.2378457,0.0006113834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400365,0.0007816569,0.1030407,0.003276814,0.0007688017,0.01835206,0.001883914,0.0007181803,0.03114153],"genre_scores_gemma":[0.7348848,0.0006188423,0.2247504,0.001234923,0.00012318,0.0303238,0.002492292,0.0003613874,0.005210353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08123454,"threshold_uncertainty_score":0.4296144,"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."}}