{"id":"W4384201621","doi":"10.3390/land12071391","title":"Citizen Sensing within Urban Greenspaces: Exploring Human Wellbeing Interactions in Deprived Communities of Glasgow","year":2023,"lang":"en","type":"article","venue":"Land","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Operationalization; Mental health; Relocation; Urban planning; Geography; Wildlife; Urban ecosystem; Environmental planning; Psychology; Sociology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302756,0.00008206733,0.0001449076,0.00009930709,0.0001645451,0.00001570097,0.0001080164,0.00002146464,0.000119614],"category_scores_gemma":[0.000009060574,0.00007988283,0.00002619557,0.0002909465,0.00009219122,0.0001897939,0.0001455847,0.0001780385,0.00008466076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007213446,"about_ca_system_score_gemma":0.000005324147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09266087,"about_ca_topic_score_gemma":0.6125762,"domain_scores_codex":[0.9992939,0.00006695583,0.0001862509,0.0001085148,0.0001357608,0.0002086269],"domain_scores_gemma":[0.999579,0.00009232999,0.00007417661,0.0002020974,0.000004308021,0.0000480985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000644953,0.000009810359,0.9807686,0.00001307146,0.000004550813,0.000009641724,0.01472156,0.0005445209,0.003357108,0.00002182299,0.0002783585,0.0002645134],"study_design_scores_gemma":[0.000321576,0.00003139665,0.9859866,0.0001577693,0.000006483629,0.00000375642,0.0092443,0.00288096,0.0003622122,0.0003122061,0.0005701637,0.0001225471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980288,0.000009490728,0.00002725482,0.0001796031,0.00008498842,0.00008683455,0.000003063922,0.00005822521,0.001521768],"genre_scores_gemma":[0.9988273,0.00003321577,0.0004045927,0.00005121977,0.00003216269,0.000004415246,0.00001132413,0.0000130027,0.0006227102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199154,"threshold_uncertainty_score":0.9133812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08409594015027,"score_gpt":0.28864167505161,"score_spread":0.20454573490134,"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."}}