{"id":"W6941822982","doi":"10.1371/journal.pone.0238126.t004","title":"Validation of <i>Ixodes scapularis</i> and <i>Borrelia burgdorferi</i> models with two independent datasets derived from active and passive surveillance activities in Ontario, Canada.","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Noise (video); Activity monitor; Statistical model; Mixture model","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":[0.002279102,0.002826922,0.001466575,0.002035318,0.001584797,0.001634508,0.003973661,0.002119182,0.01306822],"category_scores_gemma":[0.006877997,0.000630996,0.002169867,0.00317033,0.00108588,0.0007463585,0.001187771,0.001625211,0.009691813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009268837,"about_ca_system_score_gemma":0.01759975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9169751,"about_ca_topic_score_gemma":0.9611143,"domain_scores_codex":[0.9989409,0.0001433412,0.00005461552,0.0002990631,0.0003598281,0.0002022345],"domain_scores_gemma":[0.9960462,0.0008416431,0.0001943005,0.0004987883,0.002056116,0.0003629386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001914147,0.00007126307,0.01148451,0.0005573251,0.0002687236,0.00006932951,0.0000519573,0.006806699,0.0002483626,0.0004642166,0.973336,0.006450221],"study_design_scores_gemma":[0.001589088,0.0001017769,0.1395734,0.001347054,0.0007956484,0.0002294034,0.0006867309,0.02721674,0.001677823,0.002244008,0.8243362,0.0002021544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003861252,0.0004686851,0.0003469206,0.0003714704,0.0001155819,0.00003833828,0.9924583,0.0004489786,0.00189057],"genre_scores_gemma":[0.005339412,0.0001100631,0.0005564503,0.00008098127,0.00001279254,0.00004912127,0.9919007,0.00007018859,0.001880266],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08302486,"threshold_uncertainty_score":0.1670276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726655458840586,"score_gpt":0.2042811256020304,"score_spread":0.1870145710136245,"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."}}