{"id":"W2596345581","doi":"","title":"A Systematic Comparative Analysis of MOOC Participant Profiles","year":2015,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Montréal","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03555663,0.000518707,0.001899018,0.0152295,0.001978746,0.002178062,0.00139942,0.001403376,0.002695895],"category_scores_gemma":[0.1768349,0.0004885559,0.001913721,0.008894634,0.001097317,0.003420652,0.004190742,0.000743106,0.0007018587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931635,"about_ca_system_score_gemma":0.0100846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003755781,"about_ca_topic_score_gemma":0.01151512,"domain_scores_codex":[0.9533286,0.02096153,0.01099616,0.004410646,0.008779175,0.001524021],"domain_scores_gemma":[0.7991557,0.1195814,0.02534362,0.00923448,0.04344884,0.003236058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004262132,0.001078664,0.5825527,0.04282455,0.004754679,0.0007868549,0.1107588,0.0002330922,0.004966346,0.002913401,0.006295422,0.2385732],"study_design_scores_gemma":[0.0008958788,0.004531318,0.7243565,0.04182895,0.007383385,0.001428294,0.1586348,0.001265038,0.004469965,0.002821708,0.05196806,0.0004160659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482195,0.01850828,0.01074568,0.0004092258,0.0002880072,0.01086148,0.00666858,0.0001204982,0.004178644],"genre_scores_gemma":[0.9621638,0.002742731,0.01179682,0.0004602822,0.00005653582,0.01663087,0.004959804,0.00006621241,0.001122874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03555663,"threshold_uncertainty_score":0.1880437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1776969374355543,"score_gpt":0.3550830432946775,"score_spread":0.1773861058591232,"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."}}