{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3285552,0.002264231,0.001799809,0.005068261,0.009052346,0.01507459,0.007323649,0.01802289,0.02602557],"category_scores_gemma":[0.3479005,0.001526721,0.002320674,0.002679113,0.007886039,0.01412979,0.01899995,0.01459133,0.005970445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207928,"about_ca_system_score_gemma":0.08606572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244519,"about_ca_topic_score_gemma":0.02750023,"domain_scores_codex":[0.6746373,0.2719234,0.0153869,0.004233373,0.0236376,0.01018141],"domain_scores_gemma":[0.4858911,0.380133,0.01994038,0.0178259,0.06963173,0.02657792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005601123,0.002951124,0.01284774,0.008143965,0.0002256825,0.00166457,0.07443179,0.00995334,0.007076983,0.1620849,0.2250649,0.4949949],"study_design_scores_gemma":[0.0008575362,0.001395208,0.01230253,0.02512861,0.0001718118,0.0005996313,0.07688843,0.008218154,0.004407362,0.2360696,0.6334457,0.000515395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02097654,0.004458905,0.2913758,0.4908353,0.003204562,0.02805957,0.0008058338,0.001271742,0.1590117],"genre_scores_gemma":[0.2416742,0.004027043,0.6279969,0.06255078,0.0007005379,0.04249036,0.0008009754,0.0003469105,0.01941235],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3285552,"threshold_uncertainty_score":0.8280109,"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."}}