{"id":"W4382286184","doi":"10.2139/ssrn.4492773","title":"Soil Health Benefits Associated with Urban Horticulture","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Soil health; Health benefits; Environmental science; Agroforestry; Horticulture; Business; Geography; Agricultural economics; Environmental planning; Economics; Biology; Medicine; Soil water; Soil science; Soil organic matter","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":[0.0002001941,0.0001747505,0.0001722572,0.0003357798,0.0002199909,0.0004579041,0.0001295592,0.000290598,0.006584686],"category_scores_gemma":[0.0005946596,0.00005800558,0.0002217711,0.0005026984,0.0003442764,0.0001818141,0.0004711036,0.0001876211,0.000173392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383414,"about_ca_system_score_gemma":0.0002720519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919881,"about_ca_topic_score_gemma":0.008685547,"domain_scores_codex":[0.99988,0.00003883065,0.000004431702,0.00001828967,0.00002009989,0.00003840258],"domain_scores_gemma":[0.9993441,0.0002125603,0.000198942,0.0000510101,0.00006476625,0.0001286245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01841119,0.002435646,0.659134,0.001419613,0.0007041571,0.00323234,0.001031482,0.00575136,0.1335917,0.004698243,0.001879972,0.1677104],"study_design_scores_gemma":[0.00003502618,0.0009073776,0.9889032,0.00002526133,0.0001215284,0.0002807205,0.0009235298,0.0003955478,0.004342578,0.002616916,0.001441669,0.000006625414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964557,0.0006101525,0.0001395614,0.000161908,0.000007947084,0.000003717555,0.0002359021,0.000003877416,0.002381165],"genre_scores_gemma":[0.9990607,0.0002490101,0.00005781066,0.00001720055,0.00000673345,0.000001289926,0.0000712958,0.000001154032,0.0005348052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006584686,"threshold_uncertainty_score":0.02202791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633562966859514,"score_gpt":0.2149801993343962,"score_spread":0.198644569665801,"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."}}