{"id":"W2488912400","doi":"10.1080/17439884.2016.1205601","title":"A roadmap for offering MOOC from an LMIC institution","year":2016,"lang":"en","type":"article","venue":"Learning Media and Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Institution; Computer science; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001277469,0.00009499993,0.0001439375,0.0002036872,0.0001397884,0.00003685678,0.0003149784,0.000161711,0.000003534371],"category_scores_gemma":[0.0005416358,0.00006947824,0.00002123634,0.0002100451,0.0001070265,0.0002048867,0.0001208888,0.0001931574,0.00001568234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001612553,"about_ca_system_score_gemma":0.0000335962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001465816,"about_ca_topic_score_gemma":0.0000178191,"domain_scores_codex":[0.9992219,0.00002769959,0.0001214333,0.0003336887,0.00007524356,0.0002200377],"domain_scores_gemma":[0.9994199,0.0001647263,0.00006562242,0.000245331,0.00004588701,0.00005850472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006659241,0.00002931021,0.0271822,0.000007644938,0.00001886084,0.00001019332,0.0004641415,0.00005343106,0.02097473,0.09316303,0.00002588938,0.8580639],"study_design_scores_gemma":[0.004876819,0.001819153,0.02291376,0.0004838479,0.00008122212,0.0001011398,0.0006045423,0.3703,0.01961635,0.4566661,0.1212433,0.001293905],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6225742,0.0001160006,0.3614511,0.0150239,0.0001835781,0.00004842701,0.000001475928,0.0005655562,0.00003582057],"genre_scores_gemma":[0.9750639,0.00006068587,0.02452837,0.00004721165,0.0001149553,0.00001121236,0.000004351159,0.00000813328,0.0001612359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.85677,"threshold_uncertainty_score":0.283324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009406592888933427,"score_gpt":0.2486005752811455,"score_spread":0.2391939823922121,"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."}}