{"id":"W3013005898","doi":"10.5267/j.ijiec.2019.11.003","title":"An online real-time matheuristic algorithm for dispatch and relocation of ambulances","year":2020,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pontificia Universidad Javeriana","keywords":"Relocation; Computer science; Queue; Heuristic; Operations research; Maximization; Minification; Real-time computing; Queueing theory; Mathematical optimization; Computer network; Engineering; Artificial intelligence; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001708745,0.00007735837,0.0001398558,0.0001817544,0.00002636942,0.00006696467,0.0001974837,0.00003205158,0.00002636783],"category_scores_gemma":[0.0002589322,0.00007716459,0.00004814239,0.0001552302,0.00001520499,0.0004247969,0.00002883629,0.00007499543,0.000002939611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001949783,"about_ca_system_score_gemma":0.00002480357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001126657,"about_ca_topic_score_gemma":0.000003900613,"domain_scores_codex":[0.9991899,0.0000050484,0.0004314653,0.00008826328,0.0002203715,0.00006492493],"domain_scores_gemma":[0.9991479,0.00004885836,0.0002005839,0.00004299103,0.0005374938,0.00002217986],"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":[0.00009417939,0.0002335503,0.0008800433,0.00007751886,0.0002246525,0.000004339493,0.0002393149,0.8709726,0.001395705,0.006329139,0.002160695,0.1173882],"study_design_scores_gemma":[0.0007217219,0.00005122975,0.002289864,0.00005397926,0.00004074775,0.000001682188,0.00009758758,0.9937125,0.00003018371,0.0002284989,0.002695341,0.00007659056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3682142,0.00003096793,0.6244023,0.005625449,0.001306616,0.0002438182,0.00006488532,0.00005531386,0.00005653566],"genre_scores_gemma":[0.976494,0.00002598557,0.02079263,0.0001875625,0.002340426,0.000003882136,0.0001292184,0.00001415682,0.00001212769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6082799,"threshold_uncertainty_score":0.3146681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04769789076219444,"score_gpt":0.2696984915336595,"score_spread":0.2220006007714651,"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."}}