{"id":"W7000241864","doi":"","title":"e-Skills: The International dimension and the Impact ofGlobalisation - Final Report 2014","year":2014,"lang":"en","type":"other","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Peering; Globalization; Economic shortage; Variety (cybernetics); Dimension (graph theory); Information technology; Key (lock)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001465317,0.0002830164,0.000345646,0.000898193,0.0007581655,0.0002297473,0.002386322,0.0001734106,0.001537558],"category_scores_gemma":[0.0001162141,0.0002039802,0.0002239996,0.0005921968,0.0009798977,0.001060157,0.001497995,0.0005562572,0.0002241336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217679,"about_ca_system_score_gemma":0.0009102278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410728,"about_ca_topic_score_gemma":0.00011264,"domain_scores_codex":[0.9963174,0.0008837159,0.000314389,0.0005183739,0.001600554,0.0003655195],"domain_scores_gemma":[0.9976165,0.0006821149,0.0006095911,0.0005810602,0.0003200886,0.0001906948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001603304,0.00006658824,0.001675478,0.00003122919,0.0001919285,0.0000373959,0.001379427,0.00006922563,0.000003419345,0.1065488,0.8890865,0.0007496975],"study_design_scores_gemma":[0.002223931,0.00005843571,0.01026502,0.0001639677,0.0000181298,0.0001327864,0.001277105,0.008743756,0.00000416793,0.002861702,0.9739588,0.0002921817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009469733,0.0001511636,0.02707295,0.01704382,0.0005409864,0.001218849,0.0004036968,0.0002286447,0.9523929],"genre_scores_gemma":[0.0533244,0.001402528,0.01100931,0.0006636271,0.0005602986,0.000002801622,0.001968799,0.0001094025,0.9309589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1036871,"threshold_uncertainty_score":0.9993752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677993236514208,"score_gpt":0.252222737269908,"score_spread":0.2354428049047659,"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."}}