{"id":"W2943332094","doi":"10.7202/1057981ar","title":"Understanding Participant’s Behaviour in Massively Open Online Courses","year":2019,"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":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Massive open online course; Openness to experience; World Wide Web; Computer science; Learning Management; Distance education; Connectivism; Drop out; Online learning; Mathematics education; Psychology; Learning theory; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002481536,0.0001697877,0.0002607972,0.0008961235,0.0007738295,0.001432499,0.00049496,0.0008600082,0.001688815],"category_scores_gemma":[0.01008334,0.0001483928,0.0002153934,0.0003842271,0.0005287098,0.0009209807,0.001019021,0.0005022678,0.0006361873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004451535,"about_ca_system_score_gemma":0.0003865289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003969801,"about_ca_topic_score_gemma":0.005241486,"domain_scores_codex":[0.9983132,0.0009212283,0.00006670536,0.0002906184,0.0002015338,0.0002067549],"domain_scores_gemma":[0.995056,0.002659441,0.0007084258,0.0002335906,0.0007221688,0.0006203426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004541363,0.0008511028,0.6701565,0.000170834,0.00004622062,0.0006125252,0.2600546,0.0002537644,0.01212046,0.0006230484,0.0005625692,0.05409423],"study_design_scores_gemma":[0.0000182317,0.0008249958,0.8377216,0.00009351217,0.00002686342,0.0003396119,0.1526311,0.002047937,0.001594028,0.0006184418,0.004024092,0.00005947233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987572,0.00002580347,0.0005042868,0.0000478023,0.000003272054,0.00002778825,0.00004509343,0.000004389576,0.000584526],"genre_scores_gemma":[0.9980298,0.00005058023,0.000717656,0.00004682687,0.000005813851,0.00009183535,0.00008571841,0.000003947905,0.0009678102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003969801,"threshold_uncertainty_score":0.01312375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3489999684206768,"score_gpt":0.4981082220053848,"score_spread":0.149108253584708,"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."}}