{"id":"W2056012414","doi":"10.1111/1365-2664.12050","title":"Predicting the rate of invasion of the agent of Lyme disease <i>Borrelia burgdorferi</i>","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Borrelia burgdorferi; Ixodes scapularis; Tick; Nymph; Lyme disease; Biology; Zoology; Larva; Ecology; Range (aeronautics); Ixodidae; Virology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004768075,0.0001388612,0.0004541186,0.00009283359,0.0001007115,0.000003911251,0.0004571392,0.0001477082,0.0006153489],"category_scores_gemma":[0.0002770065,0.00007776769,0.0002470686,0.0001571077,0.0005004353,0.00005575841,0.0001778117,0.0003104731,0.00002762602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004133606,"about_ca_system_score_gemma":0.0002579008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000802267,"about_ca_topic_score_gemma":0.00002542605,"domain_scores_codex":[0.9985007,0.0002502042,0.0008458076,0.0001204982,0.00005798058,0.0002247909],"domain_scores_gemma":[0.9973156,0.0005289878,0.001518541,0.0003317379,0.0002644802,0.00004059964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008051547,0.0006352111,0.2065342,0.0001010375,0.0006645825,0.00000326191,0.0005292658,0.001034516,0.7803133,0.001244135,0.007316845,0.000818529],"study_design_scores_gemma":[0.001620999,0.0004281885,0.839524,0.00006031732,0.0003793359,0.00004853252,0.0004502707,0.00001460422,0.1543651,0.002129927,0.000884277,0.00009451444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969837,0.0006433742,0.0000159286,0.0004884214,0.0009469803,0.0003745838,0.00002167567,0.000006779121,0.0005185646],"genre_scores_gemma":[0.9994095,0.00011979,0.00001243403,0.0003119666,0.00005308618,0.00001780413,0.000002927701,0.00001304778,0.0000594398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6329897,"threshold_uncertainty_score":0.6737639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007264956926215557,"score_gpt":0.2015176702927333,"score_spread":0.1942527133665177,"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."}}