{"id":"W4399434679","doi":"10.18192/osurj.v3i1.6989","title":"The Analysis of eTick Submission in Ontario","year":2024,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tick; Ixodes scapularis; Population; Geography; Host (biology); Biology; Ecology; Ixodidae; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003788054,0.00006773157,0.000177301,0.001976293,0.0008770216,0.00007156525,0.0007482306,0.00005839821,0.000304334],"category_scores_gemma":[0.0003343524,0.00005071912,0.0001617137,0.003393863,0.002740844,0.0002735026,0.0001820368,0.0008006349,0.00003008227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344728,"about_ca_system_score_gemma":0.002413479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02543185,"about_ca_topic_score_gemma":0.1503779,"domain_scores_codex":[0.9984151,0.0004060451,0.0001985148,0.000215293,0.0003216949,0.0004433228],"domain_scores_gemma":[0.99862,0.0005643666,0.00007903628,0.0002067782,0.0004603929,0.00006945137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003801,0.0006761239,0.5489278,0.00005180766,0.002576502,0.0004269998,0.005282205,0.002152221,0.3119339,0.09410764,0.01086622,0.02261844],"study_design_scores_gemma":[0.0009737692,0.0005182593,0.910708,0.0002536378,0.0004144665,0.0001499707,0.004814058,0.001045177,0.009984927,0.009031886,0.06188679,0.0002190556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914637,0.001303684,0.0002165004,0.002564596,0.0002413717,0.00008996104,0.000004888717,0.00001151899,0.004103819],"genre_scores_gemma":[0.9966653,0.0004390863,0.00002774338,0.000002175386,0.000003454477,6.339293e-8,0.000001652732,0.000002632798,0.002857889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3617802,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913081337272386,"score_gpt":0.3028879594985106,"score_spread":0.2737571461257867,"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."}}