{"id":"W4296425976","doi":"10.12688/wellcomeopenres.18175.1","title":"GroundsWell: Community-engaged and data-informed systems transformation of Urban Green and Blue Space for population health – a new initiative","year":2022,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Natural Environment Research Council; Engineering and Physical Sciences Research Council; UK Prevention Research Partnership; Medical Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Liverpool John Moores University; Queen's University; Public Health Agency; Cranfield University; University of Glasgow; University of Exeter; Health and Social Care Research and Development Division; Albert Einstein College of Medicine, Yeshiva University; National Institute for Health and Care Research; Cancer Research UK; Queen's University Belfast; British Heart Foundation; Scottish Government; Wellcome Trust","keywords":"General partnership; Health promotion; Environmental planning; Business; Public relations; Political science; Medicine; Public health; Geography; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0238545,0.000236399,0.0006333448,0.0002437029,0.002781401,0.0003397612,0.001788685,0.0001676708,0.0002493327],"category_scores_gemma":[0.0002599995,0.0002352848,0.0000356073,0.000373383,0.0002463158,0.0008853704,0.005656161,0.003880802,0.000006979335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006292105,"about_ca_system_score_gemma":0.0004824999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4905013,"about_ca_topic_score_gemma":0.06230433,"domain_scores_codex":[0.9917765,0.005546339,0.0006734651,0.0005541269,0.000897505,0.0005520888],"domain_scores_gemma":[0.9960911,0.001912296,0.0004127749,0.001195448,0.000039156,0.0003491999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001961034,0.0006910588,0.4252305,0.01499276,0.0003320488,0.000005395806,0.3260826,0.001631771,0.00008785353,0.005408131,0.2003665,0.02321036],"study_design_scores_gemma":[0.009899475,0.005758646,0.4658152,0.002247594,0.000148135,0.00002988947,0.1985223,0.05767032,0.0000309533,0.008465374,0.2494624,0.001949663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200764,0.003050898,0.003884361,0.01893904,0.000405509,0.03464466,0.00365594,0.00009913617,0.01524403],"genre_scores_gemma":[0.9891371,0.001285994,0.001349565,0.0001913463,0.00006432122,0.000331329,0.003655813,0.00004644763,0.003938143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428197,"threshold_uncertainty_score":0.9985169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.349826208856122,"score_gpt":0.4465254289185224,"score_spread":0.09669922006240039,"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."}}