{"id":"W4323856859","doi":"10.1016/j.ttbdis.2023.102144","title":"A citizen science approach to investigate the distribution, abundance, and pathogen infection of vector ticks through active surveillance","year":2023,"lang":"en","type":"article","venue":"Ticks and Tick-borne Diseases","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Citizen science; Tick; Ixodes scapularis; Dermacentor variabilis; Public health; Biology; Vector (molecular biology); Entomology; Ixodidae; Environmental health; Ecology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02277895,0.0006516228,0.0006425318,0.003775914,0.004467044,0.003633501,0.002069057,0.002251699,0.003906476],"category_scores_gemma":[0.02246101,0.0006486736,0.0009067035,0.0027202,0.00320606,0.003187298,0.006630329,0.002327353,0.0008024788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289806,"about_ca_system_score_gemma":0.01031192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442493,"about_ca_topic_score_gemma":0.01643289,"domain_scores_codex":[0.9730443,0.02187674,0.0006006167,0.002119986,0.001431436,0.0009269302],"domain_scores_gemma":[0.9799371,0.01149106,0.001806041,0.002530428,0.002423973,0.001811389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008280849,0.006869505,0.2064748,0.002681491,0.0003664756,0.001538077,0.2069319,0.00251454,0.01429842,0.03218236,0.02590862,0.4994059],"study_design_scores_gemma":[0.0006648321,0.008866064,0.1387541,0.003720548,0.0005077867,0.00154817,0.3497281,0.01943155,0.00917755,0.09119957,0.3760889,0.0003128684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6423219,0.001982494,0.2236875,0.02989376,0.0007225532,0.02406742,0.003040141,0.0006079742,0.0736764],"genre_scores_gemma":[0.6902227,0.001955334,0.2713957,0.007162362,0.000299042,0.01878449,0.001093165,0.00008133701,0.009005884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02277895,"threshold_uncertainty_score":0.120468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910044776519989,"score_gpt":0.2836112451935791,"score_spread":0.2645107974283792,"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."}}