{"id":"W4411334013","doi":"10.1016/j.landurbplan.2025.105443","title":"Public open space, adverse live events and psychological distress in Melbourne, Australia","year":2025,"lang":"en","type":"article","venue":"Landscape and Urban Planning","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public space; Space (punctuation); Distress; Psychological distress; Geography; Public open space; Environmental planning; Environmental resource management; Psychology; Environmental science; Mental health; Computer science; Architectural engineering; Psychiatry; Clinical psychology; Engineering","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":[0.000694601,0.0001826428,0.0002625055,0.0006596998,0.001253425,0.0008049365,0.0004540283,0.0003265484,0.002034527],"category_scores_gemma":[0.003299252,0.0001719312,0.0003046929,0.0007668604,0.0006134359,0.0007588175,0.002047442,0.0006564741,0.0001156605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377146,"about_ca_system_score_gemma":0.00154742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2210936,"about_ca_topic_score_gemma":0.4032648,"domain_scores_codex":[0.9992867,0.0002553776,0.00004108925,0.00009511119,0.0001457035,0.0001760631],"domain_scores_gemma":[0.9978887,0.0002213454,0.0008036748,0.00006067352,0.0002780207,0.0007475162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001861769,0.0003171209,0.9568452,0.0002100414,0.0001429956,0.0003453353,0.01851705,0.0002470051,0.001063322,0.0004818754,0.0009948583,0.02064901],"study_design_scores_gemma":[0.000001425335,0.00006432662,0.9955146,0.00002669581,0.00001154129,0.00003399383,0.003647173,0.0001091936,0.0000255493,0.00006670589,0.0004925753,0.000006140979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982476,0.0002417798,0.00007949847,0.0002500561,0.00000856958,0.00001157215,0.00007128331,0.000001244091,0.001088406],"genre_scores_gemma":[0.9993744,0.0001261192,0.00009547734,0.00003754264,0.000006671094,0.00001568004,0.00003860478,9.776024e-7,0.0003044772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2210936,"threshold_uncertainty_score":0.4396134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07038043420317189,"score_gpt":0.3328807290386077,"score_spread":0.2625002948354358,"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."}}