{"id":"W7083286666","doi":"10.5683/sp3/1qx2tz","title":"RT-qPCR mosquito arbovirus screening results, 2017-2021, South Nation River watershed","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Various Academic Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Arbovirus; Serology; West Nile virus; Watershed; Virus; Vector (molecular biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002875567,0.0004044687,0.0005853735,0.0004920848,0.001363793,0.0002884193,0.001591254,0.0008590314,0.00007829885],"category_scores_gemma":[0.005389353,0.0003687573,0.0002057966,0.0006168344,0.0007387964,0.0002708255,0.0007115799,0.001098837,0.00003494427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649792,"about_ca_system_score_gemma":0.0007450677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5165621,"about_ca_topic_score_gemma":0.104331,"domain_scores_codex":[0.9948856,0.0007357625,0.0006380387,0.0008723933,0.001865214,0.001003021],"domain_scores_gemma":[0.9975855,0.0005116352,0.0003994558,0.0008396204,0.0004117765,0.000251964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008815942,0.00002217212,0.00002454852,0.00005262355,0.0001838484,0.00004253209,0.006159621,0.00000879821,0.000001448419,0.000255912,0.9916078,0.001552557],"study_design_scores_gemma":[0.0005111435,0.00002807609,0.0002601023,0.0001799359,0.0001112714,3.705939e-7,0.001681721,0.00001063582,0.000006709723,0.0003920446,0.9964411,0.0003768722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000007596039,0.0004925734,0.00003520828,0.004177099,0.0003832229,0.0007031946,0.9758012,0.00009262072,0.01830728],"genre_scores_gemma":[0.00004200093,0.006042172,0.0002047288,0.0003515059,0.00176157,0.0001073793,0.9855661,0.00001434719,0.005910212],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4122311,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06320130241580946,"score_gpt":0.3593343844770963,"score_spread":0.2961330820612868,"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."}}