{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005384239,0.000379743,0.0002741092,0.0005549156,0.000438765,0.001175122,0.0003940888,0.0004731489,0.0008402058],"category_scores_gemma":[0.001304924,0.000248902,0.000459799,0.0005329687,0.0004331265,0.0007116466,0.0006250169,0.0004086706,0.00006507953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232094,"about_ca_system_score_gemma":0.001313392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09114996,"about_ca_topic_score_gemma":0.1469813,"domain_scores_codex":[0.9998468,0.00006342878,0.000009272197,0.00002076179,0.00001381916,0.00004587674],"domain_scores_gemma":[0.9993741,0.0003936487,0.00007424889,0.00002110941,0.00007115368,0.00006584948],"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":[0.0002617383,0.0002214463,0.3551811,0.00005946872,0.0001495902,0.0002906414,0.0003479847,0.6282611,0.001265525,0.006136691,0.0002815622,0.007543077],"study_design_scores_gemma":[0.00001558144,0.0001317391,0.09484359,0.0000289205,0.00007917031,0.00008316085,0.001633972,0.9001117,0.0007540574,0.001716643,0.0005801913,0.00002128403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985012,0.00002625395,0.0004743863,0.00004444173,0.00000203991,0.00000590477,0.00008641949,0.000004516934,0.0008550558],"genre_scores_gemma":[0.9992865,0.00003048808,0.0003918185,0.000003155952,6.5797e-7,0.000005878578,0.00007015171,0.000001333463,0.0002100091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09114996,"threshold_uncertainty_score":0.1812388,"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."}}