{"id":"W3046504554","doi":"10.1287/ijoo.2019.0031","title":"Spatial Separability in Hub Location Problems with an Application to Brain Connectivity Networks","year":2020,"lang":"en","type":"article","venue":"INFORMS Journal on Optimization","topic":"Point processes and geometric inequalities","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Property (philosophy); Range (aeronautics); Set (abstract data type); Artificial intelligence; Engineering","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":[0.002226586,0.0008058824,0.0009762704,0.001216612,0.0008165502,0.0010854,0.0009362472,0.001307555,0.002424275],"category_scores_gemma":[0.01307801,0.0003768374,0.0008732246,0.001388569,0.001635646,0.001647469,0.001764378,0.001821853,0.000120414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259908,"about_ca_system_score_gemma":0.0008156827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003184192,"about_ca_topic_score_gemma":0.003265073,"domain_scores_codex":[0.9993849,0.0003669877,0.00002053272,0.00008054134,0.00008123002,0.00006588235],"domain_scores_gemma":[0.9907274,0.008021555,0.000539759,0.0002235719,0.0002653853,0.0002223268],"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":[0.00008019534,0.0000560654,0.001185129,0.0001118836,0.00003684093,0.0001207758,0.00007588847,0.9221533,0.0005923266,0.06539799,0.001249735,0.008939848],"study_design_scores_gemma":[0.0000132623,0.00002879742,0.0002040428,0.00001047673,0.000007425656,0.00002571658,0.00003364153,0.9485943,0.000233625,0.05044606,0.000395924,0.000006674851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1363683,0.001127466,0.8534764,0.001951338,0.00007004347,0.0001100477,0.0002586368,0.0001462129,0.006491423],"genre_scores_gemma":[0.8430818,0.0009151967,0.1531481,0.0001344018,0.0001348461,0.0002187559,0.0002392075,0.00008516816,0.002042473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003184192,"threshold_uncertainty_score":0.01177549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218453083988348,"score_gpt":0.2940899635125121,"score_spread":0.2619054326726286,"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."}}