{"id":"W6925396158","doi":"10.17605/osf.io/nxuvw","title":"Scoping review : the use of eDNA for mosquito control efforts","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental DNA; Sampling (signal processing); Mosquito control; Control (management); Current (fluid); Chemical control","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":[],"consensus_categories":[],"category_scores_codex":[0.05007378,0.00156615,0.003434357,0.02915063,0.003052253,0.008723313,0.003397148,0.003944539,0.01367692],"category_scores_gemma":[0.2019093,0.0009637548,0.004249332,0.03225176,0.002809522,0.005092935,0.004889982,0.002908384,0.002728346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02161602,"about_ca_system_score_gemma":0.1460637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1585423,"about_ca_topic_score_gemma":0.2428253,"domain_scores_codex":[0.9584926,0.01451061,0.01189414,0.001544303,0.01245606,0.001102283],"domain_scores_gemma":[0.7930449,0.1026884,0.01597713,0.004513579,0.08067027,0.003105676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001122891,0.00003360917,0.0007735139,0.5767496,0.0007870126,0.0001958244,0.001375178,0.0002961494,0.0002923765,0.008516589,0.09431009,0.3165578],"study_design_scores_gemma":[0.00002563346,0.00002067212,0.0009077521,0.7853998,0.001009198,0.00007520102,0.0004556453,0.00006793295,0.0001291424,0.001874274,0.2100105,0.00002423828],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000734671,0.9207826,0.003110911,0.02610516,0.005115827,0.004813415,0.007294361,0.0001692487,0.03187367],"genre_scores_gemma":[0.005299495,0.9739585,0.006421615,0.004351979,0.0005782844,0.003357738,0.002503597,0.00006869456,0.00346012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1585423,"threshold_uncertainty_score":0.315239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244466445384927,"score_gpt":0.4230586255241005,"score_spread":0.2986119809856077,"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."}}