{"id":"W2942452768","doi":"10.1371/journal.pntd.0007286","title":"Guidance on stakeholder engagement practices to inform the development of area-wide vector control methods","year":2019,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Public Health Ontario; University of Toronto; McMaster University","funders":"University of California, Irvine; School of Medicine, New York University; National Institute of Food and Agriculture; Directorate for Biological Sciences; National Institutes of Health; British Academy; York University; Wellcome Trust; University of Notre Dame; Foundation for the National Institutes of Health; Silicon Valley Community Foundation; Helsingin Yliopisto; North Carolina State University; University of California, San Diego; U.S. Department of Agriculture; Open Philanthropy Project; Greenwall Foundation; Bill and Melinda Gates Foundation","keywords":"Stakeholder; Psychological intervention; Community engagement; Variety (cybernetics); Intervention (counseling); Software deployment; Stakeholder engagement; Control (management); Identification (biology); Business; Environmental resource management; Public relations; Computer science; Ecology; Psychology; Biology; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003589122,0.0001872481,0.0002850129,0.00001705855,0.0002585216,0.00009704517,0.0003856712,0.00005570167,0.001309863],"category_scores_gemma":[0.001362894,0.00005983591,0.00009525193,0.0003650938,0.00004739873,0.0001305651,0.00007301102,0.0001245866,0.00008772664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003936121,"about_ca_system_score_gemma":0.00004000888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002614804,"about_ca_topic_score_gemma":0.00008157713,"domain_scores_codex":[0.9982814,0.0003156557,0.0004208342,0.0002919415,0.0003852343,0.0003049499],"domain_scores_gemma":[0.9976151,0.001660025,0.0003059488,0.0001228827,0.0001562369,0.0001398228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004151571,0.000444052,0.02527069,0.00002361782,0.0001023939,7.271536e-7,0.0001889972,0.000008306813,0.9594369,0.0003018161,0.0003000456,0.01350731],"study_design_scores_gemma":[0.0002064793,0.000528093,0.9438537,0.0000752259,0.00004100618,1.453474e-7,0.0001291395,0.00002084839,0.0406327,0.00004351324,0.01430602,0.0001631375],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962406,0.00007917362,0.00001779913,0.002252238,0.0001407367,0.000707065,0.00006522208,0.00005448104,0.0004426765],"genre_scores_gemma":[0.9970776,0.000005126047,0.0009150287,0.001694337,0.0001051609,0.0001135275,0.00002032002,0.000001667,0.00006721977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9188042,"threshold_uncertainty_score":0.9996031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08817080273712857,"score_gpt":0.3033196624846913,"score_spread":0.2151488597475628,"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."}}