{"id":"W2107686563","doi":"10.1002/net.21549","title":"Cooperative covering problems on networks","year":2014,"lang":"en","type":"article","venue":"Networks","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Heuristics; Mathematical optimization; Integer programming; Linear programming; SIGNAL (programming language); Facility location problem; Signal strength; Computer science; Piecewise; Set (abstract data type); Piecewise linear function; Point (geometry); Polynomial; Function (biology); Algorithm; Mathematics; Wireless sensor network","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":[0.002096843,0.001843601,0.001515003,0.001134894,0.001104592,0.002458371,0.001771874,0.00226002,0.005102306],"category_scores_gemma":[0.006977319,0.0007528536,0.001367164,0.002854583,0.001677445,0.003204007,0.002320793,0.001450569,0.0005030903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002837346,"about_ca_system_score_gemma":0.0008619258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00392896,"about_ca_topic_score_gemma":0.002375908,"domain_scores_codex":[0.9972587,0.001437948,0.00009717612,0.0004542687,0.0003598458,0.0003920787],"domain_scores_gemma":[0.9949806,0.003979702,0.0003426188,0.0002687134,0.0002313624,0.0001968553],"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":[0.0001108778,0.00008458318,0.0005061178,0.0002764171,0.0001004016,0.0003351202,0.0003090815,0.7426326,0.0008896343,0.225704,0.005761404,0.02328982],"study_design_scores_gemma":[0.00006145354,0.00006893466,0.0002831331,0.00004760655,0.00003433975,0.0002244687,0.000176551,0.7563358,0.0004642742,0.231255,0.01102704,0.00002139508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08180426,0.003511913,0.8756124,0.001613885,0.0001776381,0.0002485542,0.0007129095,0.000271868,0.03604664],"genre_scores_gemma":[0.8205879,0.004526531,0.1540458,0.0004624832,0.0004417606,0.0007428067,0.001253647,0.0001678571,0.01777112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005102306,"threshold_uncertainty_score":0.02058649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631197117293037,"score_gpt":0.2025944505092472,"score_spread":0.1862824793363169,"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."}}