{"id":"W3011483976","doi":"10.19173/irrodl.v20i4.3350","title":"Frugal MOOCs","year":2017,"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":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Disadvantaged; Disadvantage; Public relations; Knowledge management; Distance education; Political science; Computer science; Sociology; Pedagogy","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":[0.001453127,0.0005190884,0.0002031827,0.0008715746,0.0009702649,0.003400821,0.001702302,0.001306237,0.005071031],"category_scores_gemma":[0.006128259,0.0001931815,0.0006505725,0.0004010178,0.001076129,0.002940877,0.002552115,0.0009487266,0.00236787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873362,"about_ca_system_score_gemma":0.00188966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007775819,"about_ca_topic_score_gemma":0.009033174,"domain_scores_codex":[0.9981817,0.0005420817,0.0000650609,0.0002363044,0.0007214554,0.0002534571],"domain_scores_gemma":[0.9974805,0.000554416,0.0003000504,0.0005752567,0.0007272643,0.0003626327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001925648,0.0009722357,0.01144406,0.001742857,0.00009644917,0.0007323725,0.008026076,0.0106377,0.01386485,0.1462094,0.03658951,0.7694919],"study_design_scores_gemma":[0.0001058798,0.001332047,0.01754518,0.001301956,0.00008675984,0.001180377,0.003989843,0.03304458,0.007003181,0.05736808,0.87686,0.000182173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.334006,0.00396439,0.4002444,0.01179001,0.001593438,0.003039315,0.001063888,0.006747154,0.2375514],"genre_scores_gemma":[0.7283356,0.00273671,0.1972284,0.00217777,0.0002693535,0.001204747,0.0009297811,0.0004096225,0.06670799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007775819,"threshold_uncertainty_score":0.01696432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162100073669172,"score_gpt":0.4911501158887127,"score_spread":0.3749401085217954,"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."}}