{"id":"W4408017383","doi":"10.1109/jsyst.2025.3542578","title":"Editorial","year":2025,"lang":"es","type":"editorial","venue":"IEEE Systems Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004578114,0.003266055,0.002304179,0.00417455,0.003312442,0.008801852,0.002160149,0.009609053,0.1152095],"category_scores_gemma":[0.02657583,0.000946815,0.001836728,0.001543447,0.001394987,0.002764208,0.001769235,0.009094667,0.09126215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256933,"about_ca_system_score_gemma":0.003374619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806825,"about_ca_topic_score_gemma":0.004852294,"domain_scores_codex":[0.9954298,0.0007720117,0.0003367986,0.0004776388,0.002543833,0.0004400518],"domain_scores_gemma":[0.9754655,0.004061853,0.001197614,0.00106182,0.01350469,0.004708539],"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":[0.00001210678,0.000004578015,0.000008220835,0.00002503728,0.000003064458,0.0000306078,0.000001908819,0.000006445068,0.00001352355,0.0000715997,0.9974006,0.002422373],"study_design_scores_gemma":[0.00004666429,0.00001556691,0.0001311342,0.0001214524,0.00001443088,0.00008666832,0.00001963085,0.00008313972,0.00006188096,0.0006030006,0.9988078,0.000008673169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005382771,0.001525118,0.0001136355,0.02807978,0.9570795,0.00004390491,0.0001150418,0.0001243554,0.01286492],"genre_scores_gemma":[0.0009505003,0.001932036,0.0001567812,0.02331215,0.886709,0.00004287803,0.0001686398,0.0001423428,0.08658557],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8847905,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009345880497693759,"score_gpt":0.284228829418295,"score_spread":0.2748829489206012,"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."}}