{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001840403,0.00008736942,0.0001660176,0.00006513067,0.001128699,0.0002746764,0.0002373906,0.0001016157,0.000117321],"category_scores_gemma":[0.0003552176,0.00007570458,0.00006649859,0.0001554767,0.00009661803,0.0002016723,0.000009811295,0.0003604732,0.0002448023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342281,"about_ca_system_score_gemma":0.0001154124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502832,"about_ca_topic_score_gemma":0.00001777014,"domain_scores_codex":[0.9981825,0.0004211782,0.0002708425,0.0001516825,0.0006465032,0.000327256],"domain_scores_gemma":[0.9991391,0.00008528771,0.000196146,0.0001111051,0.0002763458,0.0001920106],"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":[0.000006102251,0.00001277331,0.00002555951,0.000002678477,0.000009617633,0.000001551307,0.001496563,0.004409113,0.00005319522,0.001627828,0.9762047,0.01615032],"study_design_scores_gemma":[0.0002229821,0.00004139252,0.000006541124,0.00001698377,0.000005256515,0.00003416249,0.000622709,0.0002170248,0.00001206355,0.00111049,0.9976078,0.0001026056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001515642,0.00004701384,0.01965929,0.001746037,0.9535316,0.00008673581,8.488691e-7,0.00008626114,0.02332658],"genre_scores_gemma":[0.07087849,0.00001772513,0.000325761,0.00001949452,0.9229,0.000001676184,2.690291e-7,0.000009537832,0.005847077],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06936285,"threshold_uncertainty_score":0.8681154,"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."}}