{"id":"W6904133261","doi":"10.1371/journal.pcbi.1009351.s009","title":"Simulation results for node immunization on Facebook County and Wi-Fi Montreal networks.","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Node (physics); Betweenness centrality; Selection (genetic algorithm); Context (archaeology); Immunization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008862401,0.0004874576,0.0005159788,0.0007879737,0.000696381,0.0004807528,0.001286471,0.0008741574,0.01205678],"category_scores_gemma":[0.003673628,0.0002072498,0.0007296316,0.0009281721,0.0005899514,0.00069901,0.0005172414,0.0009441903,0.000587587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191406,"about_ca_system_score_gemma":0.001363857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2753581,"about_ca_topic_score_gemma":0.287748,"domain_scores_codex":[0.9997202,0.0001021097,0.000006403588,0.0000345819,0.00003196753,0.0001047636],"domain_scores_gemma":[0.9977399,0.001489653,0.0001238788,0.00009228156,0.0003350442,0.0002191836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001431902,0.0001265754,0.008358736,0.00008828348,0.00005282055,0.00008722325,0.00009155985,0.9674764,0.0002628406,0.004701,0.01475543,0.003855976],"study_design_scores_gemma":[0.0001067155,0.0001280674,0.009670519,0.00004405954,0.00005384723,0.0000429116,0.0004750609,0.9836627,0.0003353275,0.002193871,0.003256348,0.00003049922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162342,0.0009145304,0.01112235,0.002831596,0.0003835172,0.0002367594,0.01422543,0.0008424905,0.05320918],"genre_scores_gemma":[0.9857372,0.000225517,0.00345661,0.0002089942,0.00002545672,0.0001201293,0.00434686,0.00004997845,0.005829236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7246419,"threshold_uncertainty_score":0.5475106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647105483967035,"score_gpt":0.3203674026932239,"score_spread":0.2738963478535535,"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."}}