{"id":"W27704810","doi":"10.1021/jacs.6b09205","title":"Location-Allocation Planning of Strategic Stockpile Locations for Effective Disaster Mitigation","year":2012,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; Division of Graduate Education; Eli Lilly and Company","keywords":"Stockpile; Environmental planning; Disaster mitigation; Business; Strategic planning; Environmental resource management; Risk analysis (engineering); Computer science; Environmental science; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004421057,0.0005727177,0.0004209135,0.0009951617,0.0006394808,0.001047993,0.000687724,0.0004834086,0.008342426],"category_scores_gemma":[0.001006259,0.0003140132,0.0002863906,0.0007481931,0.0003253561,0.001263097,0.0009245463,0.0004262845,0.0009445416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009784945,"about_ca_system_score_gemma":0.003399383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006939723,"about_ca_topic_score_gemma":0.01852033,"domain_scores_codex":[0.9997935,0.00007543612,0.000009054178,0.00003337289,0.00003292004,0.00005577726],"domain_scores_gemma":[0.9997835,0.00004795622,0.00005349061,0.00002063299,0.00005168163,0.0000427149],"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":[0.0001965983,0.0001950817,0.007762298,0.0002289305,0.00004587517,0.0003798199,0.0003010546,0.7771695,0.01472093,0.02361894,0.006207603,0.1691733],"study_design_scores_gemma":[0.00004608185,0.0003147652,0.006037408,0.00008286464,0.00005257742,0.0001055805,0.001710775,0.9460354,0.01278875,0.0196461,0.0131101,0.00006948524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3478869,0.0008773868,0.615338,0.001136148,0.0001269154,0.0007739497,0.001940232,0.001331634,0.03058881],"genre_scores_gemma":[0.8767727,0.000430803,0.1187433,0.00003098157,0.00000979088,0.000156837,0.0005886611,0.00004132872,0.003225538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008342426,"threshold_uncertainty_score":0.02790815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927646960608772,"score_gpt":0.2768378113153312,"score_spread":0.2475613417092435,"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."}}