{"id":"W7161960557","doi":"10.82308/8461","title":"The prospective influence of childhood neighbourhood greenspace on loneliness during early adolescence","year":2025,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Socioeconomic status; Mental health; Longitudinal study; Psychosocial; Neighbourhood (mathematics); Confounding; Public health; Social environment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007414565,0.0002500189,0.0002648752,0.0004880879,0.0006679437,0.0008216391,0.0005322113,0.0003520862,0.001927542],"category_scores_gemma":[0.00234809,0.000204495,0.0005708555,0.0005476379,0.000326578,0.0003514887,0.0008383979,0.000619407,0.0001551307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272845,"about_ca_system_score_gemma":0.001642261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.279496,"about_ca_topic_score_gemma":0.4560706,"domain_scores_codex":[0.9995589,0.0001146551,0.00001981981,0.00007532691,0.00007472824,0.0001566412],"domain_scores_gemma":[0.9980411,0.0003015346,0.0006063625,0.0001231565,0.0003972873,0.0005305701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003344388,0.00001664834,0.9984301,0.00000832677,0.00003324187,0.00002923098,0.0001417426,0.00004929641,0.00004163587,0.00002928782,0.0001448664,0.001042234],"study_design_scores_gemma":[4.083197e-7,0.000008492799,0.9996841,0.00000787534,0.000006659581,0.00001965459,0.0001098893,0.00006402383,0.000008629249,0.000006303565,0.00008260077,0.000001321564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979445,0.0004838695,0.00006092963,0.000108122,0.000007332765,0.000009121788,0.0006870765,0.000003556406,0.0006953456],"genre_scores_gemma":[0.9992551,0.0001763281,0.00005311306,0.00001457747,0.000003630938,0.000009112903,0.0003168435,0.000001638479,0.0001695962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279496,"threshold_uncertainty_score":0.5557383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009973398318148991,"score_gpt":0.2709754000413246,"score_spread":0.2610020017231757,"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."}}