{"id":"W6902051149","doi":"10.6084/m9.figshare.26651034.v1","title":"Additional file 3 of Prioritizing a research agenda on built environments and physical activity: a twin panel Delphi consensus process with researchers and knowledge users","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Innovative Human-Technology Interaction","field":"Computer Science","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":"Process (computing); Table (database); Delphi method; Delphi; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009832074,0.0001140838,0.00011628,0.0003149712,0.0001418392,0.0001117658,0.0002230352,0.00007410133,0.07057672],"category_scores_gemma":[0.001230438,0.0001010849,0.00001676289,0.0005603892,0.0001469514,0.0002720157,0.0002913009,0.0006252575,0.0002585173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009466177,"about_ca_system_score_gemma":0.0002203147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000269093,"about_ca_topic_score_gemma":0.000006543996,"domain_scores_codex":[0.9987418,0.0001065582,0.00008032901,0.000450228,0.0003680966,0.0002529755],"domain_scores_gemma":[0.997218,0.002349254,0.00004251159,0.0002009316,0.0001426572,0.00004665254],"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":[0.0000374075,0.0001112165,0.000001585146,0.0002576713,0.00004124952,0.000112737,0.00157102,0.00000108905,0.000973805,0.0002110603,0.9800621,0.01661911],"study_design_scores_gemma":[0.0009212428,0.002357213,0.00902673,0.02211257,0.00001073735,0.0003724414,0.001957027,0.06835496,0.02323309,0.001856102,0.8690134,0.0007845256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08426668,0.00005155932,0.00001065262,0.0003582923,0.00001562,0.0004180392,0.9127781,0.0001135852,0.001987463],"genre_scores_gemma":[0.9679483,0.000001169014,0.0006819249,0.00002327198,0.00007163697,0.0009469072,0.02949468,0.000025639,0.0008064912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8836816,"threshold_uncertainty_score":0.9302729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.275242335628882,"score_gpt":0.4141771841498047,"score_spread":0.1389348485209227,"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."}}