{"id":"W4414587934","doi":"10.17615/nmhm-1v81","title":"Prioritizing a research agenda on built environments and physical activity: a twin panel Delphi consensus process with researchers and knowledge users","year":2025,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Canadian Institutes of Health Research; Health Canada; Research Institute for Aging, University of Waterloo; Social Sciences and Humanities Research Council of Canada; RMIT University; Children's Hospital Foundation; Government of Canada; Public Health Agency; Michael Smith Health Research BC; Lawson Foundation; Stollery Children’s Hospital Foundation; Public Health Agency of Canada; Women and Children's Health Research Institute; University of Lethbridge; Children's Health Research Institute","keywords":"Built environment; Delphi method; Participatory action research; Process (computing); Indigenous; Citizen journalism; Delphi; Community-based participatory research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005920144,0.0001675515,0.0002010534,0.0004058149,0.0006788623,0.0003089889,0.0001752771,0.0001235335,0.000003262085],"category_scores_gemma":[0.0003302605,0.00014104,0.00001411642,0.0009444759,0.001503603,0.0004982453,0.0005368206,0.0005468376,0.000009437682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004423035,"about_ca_system_score_gemma":0.000153629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004116229,"about_ca_topic_score_gemma":0.00001314121,"domain_scores_codex":[0.9987997,0.00005654539,0.0001046585,0.0003995528,0.0002617069,0.0003778366],"domain_scores_gemma":[0.9994314,0.0002752409,0.00005119761,0.0001577099,0.00007145057,0.000013056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005756693,0.0003249271,0.02413547,0.0005224313,0.0001635184,0.00004008839,0.00492098,8.273915e-7,0.0006474554,0.9377396,0.001937516,0.02899149],"study_design_scores_gemma":[0.004110396,0.000250728,0.1880579,0.0009682348,0.00009399827,0.000004937089,0.04775987,0.00177012,0.01172437,0.6801122,0.06401686,0.001130322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758126,0.0001102729,0.0000597603,0.003325821,0.0000363652,0.0004115153,0.000001584038,0.00008331501,0.02015884],"genre_scores_gemma":[0.9976826,0.000006305972,0.0005660931,0.000320701,0.00009187877,0.0000802952,0.00000439647,0.00001876657,0.00122901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576274,"threshold_uncertainty_score":0.5751445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828533114922538,"score_gpt":0.3579975990897905,"score_spread":0.1751442875975367,"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."}}