{"id":"W7128480722","doi":"10.64903/1480-6800-26.3-4.247","title":"Identifying the Optimal Locations of New Urban Centres for Population in Kuwait Using GIS","year":2023,"lang":"","type":"article","venue":"Arab world geographer","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Urban area; Land cover; Urban planning; Land use; Geographic information system; Process (computing); Order (exchange)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007579521,0.0008273256,0.0005459103,0.003411792,0.001276812,0.003450556,0.0006995232,0.0007187236,0.002150721],"category_scores_gemma":[0.002401115,0.0007105969,0.0007641518,0.003351715,0.0009151354,0.001307222,0.001633815,0.0003551048,0.0003876843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003742022,"about_ca_system_score_gemma":0.003408845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1125607,"about_ca_topic_score_gemma":0.1879431,"domain_scores_codex":[0.9993764,0.0002356509,0.00004295031,0.00008900248,0.00008404058,0.0001719609],"domain_scores_gemma":[0.9993185,0.0002492599,0.0001346417,0.00004031962,0.0001863182,0.00007103773],"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":[0.000634607,0.0002481759,0.2301191,0.0003641446,0.0001692344,0.001577947,0.003449655,0.6677553,0.004254812,0.01611577,0.002487909,0.07282332],"study_design_scores_gemma":[0.00004372753,0.0002155936,0.1156121,0.0001444429,0.0001236223,0.0002293463,0.01328968,0.8593274,0.003095422,0.004053017,0.00372146,0.0001442377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793534,0.0001309968,0.01452295,0.000149326,0.000009178136,0.0002680352,0.000748964,0.0001562273,0.004660876],"genre_scores_gemma":[0.9813489,0.0001007028,0.01723313,0.000005871382,0.00000201252,0.0001227533,0.0004015158,0.00001052658,0.0007746076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1125607,"threshold_uncertainty_score":0.223811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263070301591284,"score_gpt":0.2885533056501962,"score_spread":0.2359226026342833,"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."}}