{"id":"W4409359309","doi":"10.1016/j.uclim.2025.102410","title":"Assessing the status of ecosystem regulating services in the urbanising Rainforest and Guinea savanna ecological regions of Nigeria using InVEST models","year":2025,"lang":"en","type":"article","venue":"Urban Climate","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"West African Science Service Centre on Climate Change and Adapted Land Use; Federal University of Technology Akure; Bundesministerium für Bildung und Forschung","keywords":"Rainforest; Ecosystem services; Ecosystem; New guinea; Geography; Ecology; Agroforestry; Tropical rainforest; Environmental resource management; Environmental science; Biology","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":[0.0008414061,0.0001328075,0.0002588786,0.00004933298,0.0002701929,0.0001196161,0.0003088092,0.00007360776,0.0000213356],"category_scores_gemma":[0.00002323106,0.0000731151,0.00004500605,0.0003545711,0.00006171412,0.0004763763,0.0002795705,0.00009839603,0.000001653528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007182185,"about_ca_system_score_gemma":0.00002083508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092539,"about_ca_topic_score_gemma":0.005714092,"domain_scores_codex":[0.9984954,0.0001873551,0.0005161449,0.0002107637,0.0001866365,0.0004037117],"domain_scores_gemma":[0.9990309,0.0002857292,0.0003144208,0.0003146492,0.00001325459,0.00004105576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001196301,0.00004293633,0.9657414,0.0004636309,0.00001485397,0.000002715813,0.003923677,0.02683103,0.001564669,0.001256396,0.00003278479,0.000113949],"study_design_scores_gemma":[0.0004500232,0.00003937125,0.4360155,0.000846334,0.00005006715,0.00001031148,0.009107012,0.5497304,0.0002836082,0.002959318,0.0003408668,0.0001671751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947588,0.0001921157,0.00005068268,0.0001308233,0.00006358986,0.0002552743,0.00001449963,0.00001299611,0.00452122],"genre_scores_gemma":[0.999358,0.00004737623,0.0003868179,0.0001678186,0.00001646664,0.000006694929,0.000005250283,0.000007037537,0.00000451023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5297259,"threshold_uncertainty_score":0.3188598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346523611502909,"score_gpt":0.2801679199734934,"score_spread":0.2467026838584643,"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."}}