{"id":"W2345444273","doi":"10.21432/t2gs4s","title":"A Case Study on Learning Difficulties and Corresponding Supports for Learning in cMOOCs | Une étude de cas sur les difficultés d’apprentissage et le soutien correspondant pour l’apprentissage dans les cMOOC","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Pedagogy; Philosophy","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":[0.003013121,0.0006043199,0.0004852203,0.001714737,0.007863631,0.002929901,0.001704431,0.004034108,0.003552114],"category_scores_gemma":[0.01449126,0.0003993471,0.0004905742,0.001598985,0.003820054,0.002860019,0.004185047,0.003267367,0.0004081721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813626,"about_ca_system_score_gemma":0.003151635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007200507,"about_ca_topic_score_gemma":0.01420356,"domain_scores_codex":[0.9957584,0.002155991,0.0002394991,0.0003790573,0.0007600417,0.0007070103],"domain_scores_gemma":[0.9872364,0.007444453,0.001186897,0.0004316176,0.0008552442,0.002845437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001344835,0.001499905,0.05003522,0.0006402602,0.00002688397,0.08805187,0.7875866,0.0005307723,0.002922815,0.008156994,0.004690925,0.05572325],"study_design_scores_gemma":[0.00003757997,0.0006462875,0.02974408,0.0005656347,0.00002583149,0.04039745,0.8498123,0.001145031,0.00263786,0.002449617,0.07243814,0.0001002298],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862666,0.0004978408,0.002094147,0.002891528,0.00009297352,0.0002260887,0.00005575802,0.00002307645,0.007851935],"genre_scores_gemma":[0.9898607,0.0006860589,0.002560552,0.0005912393,0.00005966307,0.0001641826,0.00004325948,0.0000244011,0.006009931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007863631,"threshold_uncertainty_score":0.02766991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674586317724365,"score_gpt":0.2650106537986664,"score_spread":0.2482647906214227,"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."}}