{"id":"W2797803200","doi":"","title":"Gamification in MOOCs - General Overview","year":2018,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connectivism; Context (archaeology); Presentation (obstetrics); Phenomenon; Psychology; Multimedia; Computer science; Pedagogy; Learning theory; Epistemology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005410151,0.00006376037,0.0001316914,0.0008581919,0.0002366446,0.00002235597,0.001263053,0.0001582614,0.000004541929],"category_scores_gemma":[0.00008243113,0.00007301109,0.00004025725,0.001665417,0.0005239819,0.0001955536,0.0004768043,0.0004046234,0.00004015186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154023,"about_ca_system_score_gemma":0.0001532885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002723152,"about_ca_topic_score_gemma":0.00002329528,"domain_scores_codex":[0.9988286,0.0001287909,0.0001230526,0.00031483,0.0003265532,0.000278109],"domain_scores_gemma":[0.9988098,0.00003495353,0.00006824485,0.0006614123,0.0003760379,0.00004954846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006219826,0.0008005573,0.04886579,0.0001708159,0.00009252105,0.0006581656,0.001212916,0.0003400226,0.1382893,0.7100771,0.004963501,0.0944671],"study_design_scores_gemma":[0.001973543,0.001883934,0.09255243,0.0005752111,0.0000250349,0.0001408465,0.002174458,0.6454911,0.07684186,0.03397803,0.1435819,0.000781647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790535,0.0003342533,0.009083991,0.005575932,0.00007063982,0.0001116711,7.188067e-7,0.0002132557,0.005556019],"genre_scores_gemma":[0.9747362,0.0001538952,0.02127918,0.000005829146,0.00003994094,2.037483e-7,7.458411e-7,0.000003863961,0.003780217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6760991,"threshold_uncertainty_score":0.2977306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383181670421007,"score_gpt":0.3298850235430933,"score_spread":0.2860532068388832,"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."}}