{"id":"W4297537738","doi":"10.1016/j.jenvp.2022.101876","title":"Mechanisms underlying childhood exposure to blue spaces and adult subjective well-being: An 18-country analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Developmental psychology; Environmental health; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005410662,0.0002092752,0.0003875113,0.0002631765,0.0004059143,0.00002939796,0.0003560463,0.00008257349,0.007074626],"category_scores_gemma":[0.000006889677,0.0002031048,0.0001292343,0.0004332313,0.0001380254,0.0002854172,0.0002575406,0.0005032555,0.00006053121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390066,"about_ca_system_score_gemma":0.00001027742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000156153,"about_ca_topic_score_gemma":0.0004831435,"domain_scores_codex":[0.9979477,0.0002438034,0.000433139,0.0004426347,0.0005515813,0.0003811525],"domain_scores_gemma":[0.9989386,0.00003526175,0.000371763,0.0002954371,0.000003222902,0.0003557245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003200926,0.001080058,0.9446035,0.000002767319,0.0004047281,0.0001385845,0.008429172,0.004312756,0.03598239,0.0001889057,0.001778275,0.002758738],"study_design_scores_gemma":[0.0008338683,0.003121521,0.9859641,0.000002794913,0.0002301464,0.0003481376,0.005871063,0.00003729002,0.00006030404,0.001311149,0.001988317,0.000231287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958535,0.0001053517,0.001336808,0.001195617,0.0001945757,0.0001816473,0.00002072711,0.000009382527,0.001102387],"genre_scores_gemma":[0.9928374,0.000116681,0.001503229,0.005254762,0.00004063484,0.000009035612,0.000008499868,0.00002502704,0.0002047397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04136059,"threshold_uncertainty_score":0.9938331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236025310274171,"score_gpt":0.2767141753817678,"score_spread":0.2643539222790261,"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."}}