{"id":"W4210370538","doi":"10.1371/journal.pone.0263243","title":"Current and future distribution of Ixodes scapularis ticks in Québec: Field validation of a predictive model","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Public Health Agency of Canada; Institut National de Santé Publique du Québec","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Ixodes scapularis; Tick; Lyme disease; Population; Ixodes; Tick-borne disease; Borrelia burgdorferi; Biology; Borrelia; Ecology; Ixodidae; Environmental health; Medicine; Virology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000755551,0.00005966274,0.000161081,0.00005506684,0.00005078419,0.000001508735,0.00005220938,0.00005114909,0.0001349488],"category_scores_gemma":[0.00007469796,0.00006228957,0.00002729927,0.00008869681,0.00004681741,0.00004272871,0.00006894833,0.0001619304,0.000001224664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005915046,"about_ca_system_score_gemma":0.00007801365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008052322,"about_ca_topic_score_gemma":0.0001240137,"domain_scores_codex":[0.999488,0.0001022719,0.0001656241,0.0001183816,0.00004216125,0.00008356855],"domain_scores_gemma":[0.9996821,0.00005998903,0.00009570116,0.0001011385,0.00005321429,0.00000788182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001022892,0.008574281,0.6619005,0.0004002374,0.0007159553,0.000001221901,0.002952917,0.001656002,0.316075,0.001440697,0.001122194,0.004138093],"study_design_scores_gemma":[0.00284162,0.001734337,0.1976743,0.0001993027,0.0006993225,0.000008044463,0.0009286415,0.005558843,0.7881801,0.00154059,0.0003203925,0.0003144725],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953203,0.00359221,0.0002722046,0.0001578248,0.00004520769,0.0001827665,0.0003712187,0.00001596443,0.00004228445],"genre_scores_gemma":[0.9994657,0.0001508852,0.000009437151,0.000009244005,0.00001259545,0.00005259251,0.0002774085,0.000004155179,0.00001795425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4721051,"threshold_uncertainty_score":0.2540095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565799664946067,"score_gpt":0.2242588869861379,"score_spread":0.2086008903366772,"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."}}