{"id":"W4281562693","doi":"10.3390/insects13060492","title":"All for One Health and One Health for All: Considerations for Successful Citizen Science Projects Conducting Vector Surveillance from Animal Hosts","year":2022,"lang":"en","type":"review","venue":"Insects","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vector (molecular biology); Citizen science; Biology; Urbanization; Public health; One Health; Spillover effect; Stakeholder; Disease surveillance; Host (biology); Animal health; Environmental health; Political science; Ecology; Public relations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.00618966,0.0007456605,0.001507774,0.002886704,0.0008804821,0.003061,0.001337965,0.003133659,0.005137978],"category_scores_gemma":[0.01130936,0.0004421405,0.001403374,0.003598588,0.001037378,0.004468927,0.00151919,0.003280955,0.00160972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116062,"about_ca_system_score_gemma":0.01358665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006394713,"about_ca_topic_score_gemma":0.01689199,"domain_scores_codex":[0.9967977,0.001471389,0.0005301174,0.0002110909,0.000780543,0.0002091885],"domain_scores_gemma":[0.9896485,0.007083819,0.0006069516,0.0001585948,0.00211773,0.0003842987],"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":[0.00005495369,0.00007556313,0.0003556268,0.1240541,0.0001971522,0.0003128024,0.0007794046,0.000234283,0.0004407513,0.01141863,0.07132278,0.790754],"study_design_scores_gemma":[0.00001439943,0.00006013708,0.0006695117,0.07291745,0.0002080464,0.0004351577,0.0008012562,0.00004747132,0.0001080998,0.002762249,0.9219529,0.00002324298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008853987,0.9898745,0.0002896523,0.007484665,0.000528925,0.00003022578,0.00003719336,0.00001104211,0.001655295],"genre_scores_gemma":[0.001085154,0.9950518,0.001072213,0.002131506,0.0001523397,0.00004804964,0.0000345376,0.00000403097,0.0004203741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9986621,"threshold_uncertainty_score":0.03273445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2841563994311442,"score_gpt":0.4278818659559523,"score_spread":0.1437254665248081,"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."}}