{"id":"W6976988001","doi":"10.6084/m9.figshare.24770454.v1","title":"Additional file 1 of Prioritizing a research agenda on built environments and physical activity: a twin panel Delphi consensus process with researchers and knowledge users","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University; Research Institute for Aging; University of Waterloo; Parachute; University of Victoria; University of Lethbridge; University of New Brunswick; University of Saskatchewan; Alberta Health Services; University of Toronto; Carleton University; University of Calgary; Ottawa Public Health; Children's Hospital of Eastern Ontario; Statistics Canada; Infrastructure Canada; BC Centre for Disease Control; University of British Columbia; Simon Fraser University; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Delphi method; Process (computing); Delphi; Data collection; Key (lock)","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005622746,0.0001134568,0.0001613295,0.0002971188,0.0004854916,0.00009071741,0.0002668377,0.0001122983,0.2517503],"category_scores_gemma":[0.01118575,0.0001073722,0.00002709344,0.001003736,0.0005107331,0.000122473,0.0002974141,0.0005479469,0.0004280581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258971,"about_ca_system_score_gemma":0.0006853162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009922435,"about_ca_topic_score_gemma":0.0001926941,"domain_scores_codex":[0.9971353,0.0004924384,0.00009200371,0.0004076788,0.001291857,0.0005806825],"domain_scores_gemma":[0.990824,0.008521956,0.00005298828,0.0001833298,0.0001988374,0.0002188428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006940837,0.00009667043,0.00001321447,0.0001462476,0.00001571175,0.00006441626,0.004020285,8.428758e-7,0.0001274041,0.00001328255,0.9880792,0.007353238],"study_design_scores_gemma":[0.0005063933,0.0005937946,0.01261092,0.005030681,0.000004715474,0.000008079652,0.01808244,0.000919078,0.0008783811,0.0005787628,0.9604285,0.0003582277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08113261,0.0000146725,3.46376e-8,0.0004629308,0.000003146416,0.000707495,0.9096625,0.00008157767,0.007935009],"genre_scores_gemma":[0.9056217,0.00002056022,0.0001501066,0.00001768427,0.0001905209,0.003550435,0.08565369,0.00006128996,0.004733991],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8244891,"threshold_uncertainty_score":0.9971434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5384919030496543,"score_gpt":0.5126128238759254,"score_spread":0.02587907917372889,"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."}}