{"id":"W2013728420","doi":"10.1016/j.healthplace.2009.08.001","title":"Key stakeholder perspectives on the development of walkable neighbourhoods","year":2009,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Health Sciences Centre; Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; U.S. Department of Agriculture; Canada Research Chairs; Government of Canada; Heart and Stroke Foundation of Canada","keywords":"Neighbourhood (mathematics); Stakeholder; Business; Work (physics); Public relations; Built environment; Private sector; Urban planning; Physical activity; Marketing; Economic growth; Political science; Engineering; Medicine; Economics","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":[0.001375419,0.00007931757,0.0001432998,0.00002799908,0.0006852588,0.000024224,0.0002112077,0.00004318545,0.0004240196],"category_scores_gemma":[0.00006724847,0.00005491057,0.00003369339,0.0002237704,0.0001016793,0.00009640939,0.000005277439,0.0001389471,0.00001645829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031696,"about_ca_system_score_gemma":0.001023073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000763974,"about_ca_topic_score_gemma":0.002852656,"domain_scores_codex":[0.9987419,0.0001376437,0.0002525463,0.0001916341,0.0003514181,0.0003248782],"domain_scores_gemma":[0.9994124,0.0001266484,0.0001201346,0.0001708676,0.00005979037,0.0001101447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001457202,0.0008191172,0.0410548,0.00006407388,0.00002360411,0.000001872499,0.809194,0.00002046643,0.00005238143,0.1032148,0.01011895,0.03529024],"study_design_scores_gemma":[0.0004486849,0.0002318191,0.7711741,0.0001207828,0.000006466365,1.109858e-7,0.1175569,0.00001410338,0.0004813169,0.002791121,0.1069177,0.000256876],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216521,0.0006446241,0.0001914091,0.02351968,0.00009529424,0.0003725043,0.000004008636,0.00005000309,0.05347042],"genre_scores_gemma":[0.996482,0.00004536578,0.000936893,0.0009592337,0.00007584913,0.000004899964,0.000001612704,0.000003762985,0.001490394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7301193,"threshold_uncertainty_score":0.5270526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07582515646919138,"score_gpt":0.3438208750335168,"score_spread":0.2679957185643254,"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."}}