{"id":"W2473766665","doi":"10.12753/2066-026x-14-033","title":"MASSIVE OPEN ONLINE COURSES AS E-BRICKS FOR SMART CITIES","year":2014,"lang":"en","type":"article","venue":"eLearning and Software for Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open educational resources; Population; Smart city; Massive open online course; Open education; Computer science; Knowledge management; Business; World Wide Web; Sociology; Internet of Things","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":[0.0003491364,0.0001114665,0.0001603969,0.00008169821,0.0003810012,0.0003693832,0.0003946465,0.00005776482,0.000004188058],"category_scores_gemma":[0.001671202,0.0001067754,0.000044174,0.0001289176,0.00003090356,0.0002617724,0.00009674759,0.0001140888,0.000006378338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002143495,"about_ca_system_score_gemma":0.000321409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000791737,"about_ca_topic_score_gemma":0.00001070106,"domain_scores_codex":[0.9992022,0.00004908724,0.0001504478,0.0003029259,0.00009362445,0.0002016954],"domain_scores_gemma":[0.9987879,0.0004983094,0.0001403798,0.0002090968,0.0002823979,0.00008188198],"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":[0.00002818616,0.0002724389,0.02104925,0.0001541263,0.00004264911,1.636887e-7,0.002821502,0.0008258258,0.00002711234,0.08392584,0.0181501,0.8727028],"study_design_scores_gemma":[0.001126942,0.001322401,0.01129895,0.0002584865,0.00007008875,0.00001637112,0.002353761,0.1110773,0.0001224438,0.111947,0.7598022,0.0006040828],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1475338,0.0002609694,0.835157,0.01512962,0.0008677912,0.0004856721,0.00001293017,0.0002489148,0.0003033569],"genre_scores_gemma":[0.6174701,0.00003114386,0.3543013,0.001147221,0.0006598782,0.0001259966,0.0002729261,0.00003015599,0.02596124],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8720987,"threshold_uncertainty_score":0.4354175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161917716857082,"score_gpt":0.3242734294899925,"score_spread":0.3080816578042844,"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."}}