{"id":"W1589991063","doi":"10.1109/ithet.2015.7218016","title":"Relevance of MOOCs for training of public sector employees","year":2015,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Public sector; Scope (computer science); Government (linguistics); Private sector; Business; Public relations; Service (business); Training (meteorology); Political science; Public administration; Marketing; Economic growth; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003618197,0.00004832811,0.0001368024,0.00005848991,0.00001369639,0.000018137,0.0003532559,0.00002518688,0.000002549615],"category_scores_gemma":[0.0004915439,0.00003971844,0.00004719947,0.000209241,0.00002796176,0.0001585057,0.0000507233,0.00004046998,0.000001701332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006980276,"about_ca_system_score_gemma":0.0001321587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001058149,"about_ca_topic_score_gemma":0.000008768855,"domain_scores_codex":[0.9994119,0.00002031638,0.0001714111,0.0001194706,0.0001492185,0.0001276752],"domain_scores_gemma":[0.9992692,0.0001361467,0.00009510108,0.0002159847,0.0002212131,0.00006227828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001563377,0.0003940329,0.01535263,0.0002060564,0.0001016053,0.00000224885,0.009327961,0.003866688,0.003274723,0.7423457,0.007825023,0.2172877],"study_design_scores_gemma":[0.001608578,0.00149963,0.001449327,0.00008826177,0.00001795192,0.00000696576,0.001340997,0.8888803,0.01005619,0.05539918,0.0392694,0.0003832607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1519742,0.00007145869,0.8431402,0.002496081,0.0001280109,0.00005601487,0.000002966358,0.00008473895,0.00204627],"genre_scores_gemma":[0.8058839,0.000002052683,0.1931979,0.00003367172,0.00003471514,0.000001269601,7.994707e-7,0.000003777329,0.0008419184],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8850136,"threshold_uncertainty_score":0.1619671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477219288589202,"score_gpt":0.3224354556832342,"score_spread":0.1747135268243139,"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."}}