{"id":"W1995154074","doi":"10.1109/jsyst.2013.2251935","title":"Editorial [special issue introduction]","year":2014,"lang":"en","type":"article","venue":"IEEE Systems Journal","topic":"Advanced Computing and Algorithms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Multimedia; Cloud computing; Special section; Process (computing); Transmission (telecommunications); Telecommunications; Engineering; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003472439,0.002945048,0.002661782,0.003134584,0.001999661,0.006869423,0.002504852,0.005714394,0.06714918],"category_scores_gemma":[0.01343621,0.0008640297,0.002334554,0.001107408,0.001126774,0.003305973,0.001361133,0.007963841,0.04411556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615981,"about_ca_system_score_gemma":0.001914157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006072237,"about_ca_topic_score_gemma":0.001258612,"domain_scores_codex":[0.9972931,0.0002687247,0.0003452798,0.0005074723,0.001337197,0.0002482938],"domain_scores_gemma":[0.984284,0.001882584,0.0009154956,0.0005385117,0.009691636,0.002687825],"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":[0.00005715298,0.00001570079,0.00003450296,0.0002169855,0.00001336619,0.0001033573,0.000006104934,0.00002714465,0.0001906546,0.0001737954,0.9887562,0.01040493],"study_design_scores_gemma":[0.00005237303,0.00006995493,0.0004441302,0.0002469056,0.00002764498,0.0003407996,0.0000256181,0.0001335637,0.0002903026,0.0005894785,0.9977604,0.00001889025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006350714,0.00172498,0.000166991,0.008663262,0.9870178,0.00003741005,0.00007090723,0.00009247066,0.002162594],"genre_scores_gemma":[0.0005128729,0.002625549,0.0001684717,0.008343332,0.9727539,0.0000373776,0.0001334388,0.00008364128,0.01534139],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06714918,"threshold_uncertainty_score":0.2246364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009073049490084311,"score_gpt":0.2872053419489887,"score_spread":0.2781322924589044,"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."}}