{"id":"W4404010263","doi":"10.1007/s00267-024-02078-x","title":"Mapping and Analyzing Ecosystem Services Hotspots and Coldspots for Sustainable Spatial Planning in the Greater Asmara Area, Eritrea","year":2024,"lang":"en","type":"article","venue":"Environmental Management","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Ecosystem services; Provisioning; Ecosystem; Geography; Environmental resource management; Ecosystem health; Urbanization; Ecology; Environmental science; Biology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005180589,0.0001775838,0.0001456565,0.00008710595,0.0002015002,0.000261948,0.0001708625,0.00004535937,0.0001427587],"category_scores_gemma":[5.342408e-7,0.0001281938,0.00003311913,0.0001134679,0.00001818119,0.0003264404,0.0003045943,0.00006854341,0.0000265705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810243,"about_ca_system_score_gemma":0.000001163912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000428366,"about_ca_topic_score_gemma":0.000275451,"domain_scores_codex":[0.9987937,0.0000470861,0.0001953863,0.0004102126,0.0001654558,0.0003881862],"domain_scores_gemma":[0.9997002,0.00004715619,0.00003806102,0.0001580368,4.770336e-7,0.00005599326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008109836,0.00009960461,0.9642619,0.00322853,0.0001678707,0.0009998692,0.01447636,0.002688126,0.0005031546,0.0001650639,0.0004525846,0.01287584],"study_design_scores_gemma":[0.000592365,0.00007851748,0.9018918,0.00033652,0.00006828782,0.00004102433,0.01791707,0.0518399,0.00005316862,0.0004060165,0.02647055,0.0003047728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961368,0.0005901285,0.0002462158,0.0001965546,0.00003902576,0.0007415237,0.00001262629,0.00002746783,0.002009669],"genre_scores_gemma":[0.9990318,0.0001190979,0.0001504825,0.0001688164,0.00003858276,0.0001791057,0.00001475513,0.0000169815,0.0002804071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06237009,"threshold_uncertainty_score":0.5227594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006566116469890229,"score_gpt":0.1924247915875724,"score_spread":0.1858586751176822,"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."}}