{"id":"W3039982838","doi":"10.3390/su12135333","title":"Cooperative Strategies in Two-Echelon Rescue Delivery Environment with Accessibility Uncertainty","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Search and rescue; Computer science; Emergency rescue; Operations research; Risk analysis (engineering); Process management; Business; Engineering; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728694,0.0001883808,0.0002099744,0.0000319859,0.00005269867,0.00006544266,0.0001579456,0.00005647181,0.0001108274],"category_scores_gemma":[0.0001208759,0.0001637353,0.00003436462,0.0002563222,0.0001329142,0.0003530223,0.00005574684,0.0002918801,0.000008146719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167038,"about_ca_system_score_gemma":0.0003015683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203534,"about_ca_topic_score_gemma":0.0009307128,"domain_scores_codex":[0.9988173,0.0001132066,0.000270607,0.0003428876,0.0001777152,0.0002782777],"domain_scores_gemma":[0.9993793,0.00005791909,0.00002034246,0.0002876852,0.0001407846,0.0001139201],"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":[0.0001281379,0.00005057242,0.0258173,0.0002014296,0.00001354041,0.0000168406,0.002064873,0.9681877,0.0001402644,0.001895491,0.00001776343,0.001466073],"study_design_scores_gemma":[0.001549423,0.0001999975,0.1541139,0.0000157752,0.00001743829,0.000001204086,0.01990988,0.8185022,0.000501807,0.004199274,0.0004721458,0.000516972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864272,0.00006784741,0.01102826,0.0006985376,0.00001910901,0.0005250216,0.00001205291,0.0001840862,0.001037837],"genre_scores_gemma":[0.9994465,0.00001668187,0.0003130876,0.00009225743,0.00002100988,0.00005448005,0.00001991376,0.00001731581,0.00001881146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496855,"threshold_uncertainty_score":0.6676931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009166362897352877,"score_gpt":0.2537850993785474,"score_spread":0.2446187364811945,"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."}}