{"id":"W4315837240","doi":"10.1109/etcea57049.2022.10009809","title":"Keynotes","year":2022,"lang":"en","type":"article","venue":"","topic":"Intuitionistic Fuzzy Systems Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cardiff University; Oxford Academic Health Science Network; Imperial College London; Queen's University; Wellcome Trust","keywords":"Cloud computing; Virtualization; Computer science; Computer security; World Wide Web; Software engineering; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009528837,0.001145678,0.0006158098,0.001428359,0.001548524,0.003661311,0.001058661,0.002134149,0.5950987],"category_scores_gemma":[0.003420771,0.0002780776,0.0005548968,0.0009172112,0.000346282,0.002244471,0.002597309,0.002651435,0.3806561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815581,"about_ca_system_score_gemma":0.001379253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243061,"about_ca_topic_score_gemma":0.004371857,"domain_scores_codex":[0.9991862,0.00009703552,0.0000461426,0.0001720108,0.000353521,0.0001451236],"domain_scores_gemma":[0.9984484,0.0002440814,0.00008824897,0.0001362468,0.0005354549,0.0005475714],"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":[0.0000542641,0.00001950047,0.00005212857,0.0000619557,0.000001815872,0.00005160751,0.00002733175,0.00002129406,0.0001369582,0.00450924,0.9698305,0.02523344],"study_design_scores_gemma":[0.000005367229,0.000007227122,0.0001601835,0.00003320015,0.000001247658,0.0000447562,0.00002708655,0.00001624588,0.00005657023,0.0006872726,0.9989589,0.000001956823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001060867,0.01035588,0.001445992,0.04354382,0.1774863,0.0002375835,0.005405322,0.0008986854,0.7595655],"genre_scores_gemma":[0.005601409,0.002414983,0.0004070921,0.00598927,0.01589733,0.0001023271,0.001802023,0.0002643647,0.9675213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4049013,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007951258602256345,"score_gpt":0.2033047194169606,"score_spread":0.1953534608147043,"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."}}