{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001478374,0.0004833266,0.002529032,0.0002622346,0.0008684834,0.0001799148,0.0002338494,0.0001382078,0.00005941995],"category_scores_gemma":[0.002764795,0.0004656716,0.0003992285,0.0003082364,0.0001761527,0.0001380844,0.0001134328,0.0003125377,0.000001099736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876322,"about_ca_system_score_gemma":0.01102613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139586,"about_ca_topic_score_gemma":0.0006357939,"domain_scores_codex":[0.9960227,0.0002005727,0.001023379,0.00126306,0.0004803544,0.001009941],"domain_scores_gemma":[0.9945345,0.002922507,0.0009726858,0.0005359565,0.0003350042,0.0006993826],"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":[0.002119909,0.001569681,0.0002408125,0.1644771,0.002294395,0.00002847971,0.002881251,0.000001162246,0.0002951828,0.01272209,0.01876276,0.7946071],"study_design_scores_gemma":[0.008817501,0.007252134,0.0006186749,0.008565428,0.001135888,0.00007772546,0.00040026,0.0004182222,0.00001642132,0.0008393966,0.970815,0.001043331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001964224,0.9680426,0.0002412384,0.006570346,0.000533349,0.01697563,0.005526287,0.0001203449,0.00002595753],"genre_scores_gemma":[0.02677658,0.9441243,0.006956488,0.008260138,0.001447606,0.008510997,0.003657618,0.0001993954,0.00006681852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9520522,"threshold_uncertainty_score":0.9997795,"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."}}