{"id":"W4395463113","doi":"10.5539/jsd.v17n3p28","title":"Modeling the Economic Value of Green Spaces in Residential Areas of Dar Es Salaam City, Tanzania","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tanzania; Dar es salaam; Geography; Value (mathematics); Socioeconomics; Environmental planning; Economics; Mathematics; Statistics","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":[0.0004359754,0.0003010635,0.0002032044,0.0005206759,0.0002681309,0.0009548636,0.0005512764,0.0003741165,0.001529104],"category_scores_gemma":[0.001142027,0.0002666428,0.0003605675,0.0006014523,0.0002777967,0.0005736237,0.0005187718,0.0003021593,0.0001134697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773139,"about_ca_system_score_gemma":0.001094677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04594863,"about_ca_topic_score_gemma":0.05835592,"domain_scores_codex":[0.9998647,0.00006077308,0.000003981639,0.00001951566,0.00001450598,0.00003655202],"domain_scores_gemma":[0.9996445,0.0002239709,0.00005463513,0.00001086655,0.00004390064,0.00002219512],"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":[0.00005453406,0.000079941,0.05408253,0.00004853164,0.00004118359,0.0003488695,0.0001608782,0.931148,0.0007336873,0.006405917,0.000534559,0.006361356],"study_design_scores_gemma":[0.000004620615,0.00003302852,0.01190919,0.00001195161,0.00001647788,0.00003226929,0.0002133843,0.9865509,0.00008230921,0.0008418622,0.0002979543,0.000005894343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833931,0.0001595075,0.01302314,0.0002151402,0.000008338369,0.00003009384,0.0002610325,0.0000266313,0.00288294],"genre_scores_gemma":[0.9964566,0.0000784373,0.002194931,0.000008885019,0.000001803573,0.0000226506,0.00007843139,0.000004644666,0.001153711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04594863,"threshold_uncertainty_score":0.09136236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227145533228126,"score_gpt":0.2757766943927478,"score_spread":0.2535052390604665,"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."}}