{"id":"W3194512096","doi":"10.1007/978-3-030-92790-5_8","title":"On the Communication Requirements of Decentralized Connectivity Control - A Field Experiment","year":2021,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure; University of Toronto","funders":"","keywords":"Computer science; Field (mathematics); Control (management); Distributed computing; Artificial intelligence; Mathematics","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":[0.002406429,0.0003967809,0.0005290774,0.0004890162,0.001113728,0.0009690518,0.0009272865,0.001005082,0.005389734],"category_scores_gemma":[0.02187579,0.0002503381,0.0001660746,0.0004135104,0.001229891,0.001654088,0.0006553099,0.001049822,0.0002258167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749196,"about_ca_system_score_gemma":0.001748535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004917,"about_ca_topic_score_gemma":0.006408188,"domain_scores_codex":[0.998103,0.0008716079,0.00004526163,0.0001830568,0.000502954,0.0002940898],"domain_scores_gemma":[0.9474853,0.04646489,0.001628474,0.001766288,0.001891605,0.000763543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.008432506,0.003624022,0.007873648,0.0004456917,0.00005990834,0.0004533737,0.0007608474,0.7529083,0.09455512,0.06004623,0.00608158,0.06475876],"study_design_scores_gemma":[0.0009195309,0.002535677,0.007374141,0.00002492688,0.00003613217,0.00009815356,0.0004428949,0.9467195,0.01974064,0.02044193,0.001620731,0.00004570741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600575,0.0001753439,0.01914545,0.0009519989,0.00003805893,0.0001384953,0.0001796092,0.0002110375,0.01910248],"genre_scores_gemma":[0.9966394,0.00002704364,0.002405474,0.00003784425,0.00001024395,0.00003875855,0.00005124953,0.00002144183,0.0007685938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004917,"threshold_uncertainty_score":0.01998132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683634353937828,"score_gpt":0.2591942389287307,"score_spread":0.2423578953893525,"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."}}