{"id":"W3005367954","doi":"10.1016/j.ssmph.2020.100538","title":"Living liveable? RESIDE's evaluation of the “Liveable Neighborhoods” planning policy on the health supportive behaviors and wellbeing of residents in Perth, Western Australia","year":2020,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council; Australian Research Council; Medical Research Council; Canadian Institutes of Health Research; World Health Organization; National Heart Foundation of Australia; RMIT University; Healthway","keywords":"Environmental planning; Gerontology; Geography; Environmental resource management; Sociology; Medicine; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003822166,0.0001117302,0.0002704793,0.00009369388,0.0004826456,0.00002933724,0.0002051761,0.00007005068,0.00006222019],"category_scores_gemma":[0.0004767747,0.00008210547,0.0000508484,0.0005732476,0.0001216344,0.0002594866,0.00003321799,0.0002233984,8.640433e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107912,"about_ca_system_score_gemma":0.001056393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1834568,"about_ca_topic_score_gemma":0.02149928,"domain_scores_codex":[0.9966001,0.001299071,0.0007066785,0.0002725856,0.0007894959,0.0003320932],"domain_scores_gemma":[0.9986579,0.0002014974,0.0007144131,0.0001883196,0.0001038918,0.0001339992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000201871,0.00003360248,0.9354516,0.00007452666,0.000003426424,1.342261e-7,0.06256372,0.0003344104,0.00001015909,0.000972173,0.00006688652,0.0004691162],"study_design_scores_gemma":[0.000167615,0.0001036629,0.9899777,0.0004069572,0.000009643732,5.833651e-8,0.007962745,0.0002302854,0.00001508965,0.001056854,0.000005584139,0.00006382204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889234,0.0002041477,0.000009754875,0.009708923,0.00007502862,0.0008946107,0.00001466536,0.0000144578,0.0001549795],"genre_scores_gemma":[0.9990834,0.00003540178,0.00002623111,0.0006713432,0.00009618354,0.00001038301,0.00001132315,0.000009209075,0.00005652598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619575,"threshold_uncertainty_score":0.9963558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375044138771902,"score_gpt":0.4335929726134508,"score_spread":0.2960885587362606,"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."}}