{"id":"W4414690406","doi":"10.1002/pan3.70165","title":"Duration and economic value of a walking‐in‐nature therapy programme: Implications for conservation","year":2025,"lang":"en","type":"article","venue":"People and Nature","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Griffith University","keywords":"Duration (music); Mental health; Mainstream; Value (mathematics); Economic evaluation; Quarter (Canadian coin); Economic impact analysis; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130938,0.00005215576,0.00008623108,0.00003321439,0.00006516538,0.00001187079,0.00003944958,0.0001685312,0.00001080811],"category_scores_gemma":[0.00001540834,0.00004580051,0.0000146395,0.0001059955,0.00003012324,0.00008416845,0.00001764199,0.0001331984,4.800908e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003505978,"about_ca_system_score_gemma":0.00002278826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007464111,"about_ca_topic_score_gemma":0.01770504,"domain_scores_codex":[0.9996111,0.00001084642,0.0001128962,0.0001466724,0.00002463627,0.00009388474],"domain_scores_gemma":[0.999777,0.00006434127,0.00005052819,0.0000811102,0.000006024905,0.00002102789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002910223,0.00002043623,0.9710361,0.00002092228,0.000004550065,2.028075e-8,0.0002895406,0.000002256686,0.000919629,0.0130452,0.002943668,0.01168852],"study_design_scores_gemma":[0.0004064298,0.00003810423,0.9826988,0.0000082449,0.000005322875,6.927307e-7,0.00005381173,0.0004685108,0.0001960004,0.006364098,0.009716742,0.00004323968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840617,0.001492287,0.00008696145,0.01359445,0.00003719415,0.0004597626,0.00001514375,0.000007668021,0.0002448857],"genre_scores_gemma":[0.9971997,0.0007228614,0.0007949855,0.001036327,0.00001344048,0.00005182433,0.00002162656,0.000003102014,0.0001561957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01695863,"threshold_uncertainty_score":0.9879826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007840556173572594,"score_gpt":0.2756048128865891,"score_spread":0.2677642567130165,"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."}}