{"id":"W2903429545","doi":"10.19173/irrodl.v19i5.3768","title":"How MOOC-Takers Estimate Learning Success: Retrospective Reflection of Perceived Benefits","year":2018,"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":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complementarity (molecular biology); Narrative; Massive open online course; Psychology; Pedagogy; Medical education; Medicine","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":[0.004486781,0.000107266,0.0002906812,0.0001916626,0.0002662066,0.0003423653,0.001558311,0.00004394595,0.0000282444],"category_scores_gemma":[0.004484979,0.00007936853,0.00005521064,0.001017473,0.0002924335,0.0004851579,0.000919764,0.0008229719,0.000006067862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122608,"about_ca_system_score_gemma":0.0001338306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003440132,"about_ca_topic_score_gemma":0.00003313837,"domain_scores_codex":[0.9977027,0.0005844324,0.0003291451,0.0003309411,0.0007982208,0.0002545945],"domain_scores_gemma":[0.9979041,0.0004479698,0.0002288979,0.0002550936,0.001102386,0.00006160769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003238404,0.0004671382,0.5532453,0.002909745,0.000354244,0.00003530737,0.002394974,0.006492764,0.00326184,0.1909803,0.002121605,0.237413],"study_design_scores_gemma":[0.002325233,0.002209054,0.3772955,0.03602808,0.00004947961,0.00008729895,0.003862778,0.5261945,0.001549217,0.01432532,0.03543459,0.0006389227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7986147,0.01687519,0.02423575,0.1373046,0.000492929,0.001551372,0.00005575036,0.00014734,0.02072238],"genre_scores_gemma":[0.9887043,0.009373996,0.001259911,0.00004163383,0.0000665285,0.00001150976,0.00003496394,0.000007542549,0.0004996278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5197017,"threshold_uncertainty_score":0.5369263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498477152403192,"score_gpt":0.4415550488418586,"score_spread":0.3665702773178267,"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."}}