{"id":"W2090158844","doi":"10.1080/01587919.2014.919710","title":"MOOCS: digesting the facts","year":2014,"lang":"en","type":"article","venue":"Distance Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Distance education; Franchise; Marketing; Profit (economics); Order (exchange); Business; Profit margin; Public relations; Advertising; Sociology; Political science; Economics; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001692188,0.00004402992,0.00003714142,0.00001593963,0.0001389342,0.0001217948,0.0003287983,0.00001282164,0.000002021803],"category_scores_gemma":[0.0002025284,0.00003092612,0.00001703528,0.0001655078,0.00001618863,0.0001387705,0.00002313703,0.00007629574,0.00004958609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001761988,"about_ca_system_score_gemma":0.00007276641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001286092,"about_ca_topic_score_gemma":0.000005269814,"domain_scores_codex":[0.9995728,0.00003646716,0.00007146448,0.0001238316,0.0000984203,0.00009707052],"domain_scores_gemma":[0.9994848,0.00008507031,0.00005479819,0.0003004299,0.00004784456,0.0000270802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.462284e-7,0.00006245785,0.009512439,0.00001005308,0.000002577707,8.035992e-8,0.001472913,0.0004873456,0.00006441999,0.7663545,0.003888541,0.2181442],"study_design_scores_gemma":[0.0001222194,0.00004329979,0.09168747,0.00008927355,0.000009693854,0.000005328375,0.0005921623,0.2547165,0.0002643173,0.1239533,0.5282051,0.0003113091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07284284,0.0001837094,0.8513168,0.05804113,0.001183713,0.00007315625,3.870772e-7,0.0001789727,0.01617934],"genre_scores_gemma":[0.9918713,0.000003475044,0.005555681,0.0006233834,0.0002338094,0.000004261381,0.000003021748,0.000003007212,0.001702054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9190285,"threshold_uncertainty_score":0.1261131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007606056055441768,"score_gpt":0.2620357306213466,"score_spread":0.2544296745659048,"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."}}