{"id":"W1499980893","doi":"10.24059/olj.v11i4.1714","title":"COMMUNITY OF INQUIRY AND LEARNING IN IMMERSIVE ENVIRONMENTS","year":2019,"lang":"en","type":"article","venue":"Online Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Rubric; Learning community; Learning environment; Computer science; Exploratory research; Mathematics education; Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413161,0.00009886011,0.0002226501,0.0001344256,0.0003538984,0.00001672075,0.0001563074,0.0001092376,0.0001818032],"category_scores_gemma":[0.0005783209,0.0001079089,0.00003794867,0.0002305367,0.0001887338,0.0001964119,0.0001343698,0.001656628,0.00003281355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005250266,"about_ca_system_score_gemma":0.00007909978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503233,"about_ca_topic_score_gemma":0.0004690203,"domain_scores_codex":[0.9976408,0.001467539,0.0002179802,0.0001566032,0.0002396572,0.000277441],"domain_scores_gemma":[0.9992611,0.0003811427,0.0001692806,0.0001072808,0.00001846138,0.00006276897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002413114,0.0001473003,0.8819345,0.00003376514,0.00001552496,0.000003538905,0.04930941,0.005037801,0.006210566,0.0003289627,0.00000716046,0.05694731],"study_design_scores_gemma":[0.00112338,0.0003745557,0.3271075,0.000207176,0.00001771469,0.000001596108,0.4369932,0.001393946,0.0002058018,0.0001222235,0.2321457,0.0003072217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944184,0.0001399289,0.00003492,0.0004944057,0.00007496637,0.0001100246,7.527232e-7,0.00001810824,0.004708507],"genre_scores_gemma":[0.9935954,0.0002334842,0.0008215701,0.00003913192,0.00008482249,0.000001238222,0.00002558292,0.00001421566,0.005184596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.554827,"threshold_uncertainty_score":0.7197316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448562040155496,"score_gpt":0.3245507848086026,"score_spread":0.3000651644070477,"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."}}