{"id":"W7075319839","doi":"","title":"Distribution of Cotesia rubecula (Hymenoptera: Braconidae) and its displacement of Cotesia glomerata in eastern North America","year":2012,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Pieris rapae; Parasitoid; Latitude; Distribution (mathematics); Braconidae","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":[0.00009701664,0.0001007303,0.00009130895,0.000689816,0.0004301374,0.0002494263,0.0001946978,0.0001574637,0.0007581547],"category_scores_gemma":[0.0002410171,0.00009771605,0.00007496066,0.0004852953,0.0002436727,0.0001759082,0.0002250049,0.0001629466,0.00009253771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007206601,"about_ca_system_score_gemma":0.000396472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2134595,"about_ca_topic_score_gemma":0.5304503,"domain_scores_codex":[0.9999378,0.000007394141,0.000003480764,0.00001850108,0.00001655149,0.00001630387],"domain_scores_gemma":[0.999747,0.00002310424,0.00009994151,0.000009127933,0.00005752111,0.00006326598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003432995,0.00003195921,0.9851193,0.00002607569,0.00001850525,0.0001657937,0.001110289,0.00004125295,0.006298944,0.00003822791,0.000143549,0.006971881],"study_design_scores_gemma":[4.91156e-7,0.000006289974,0.9994627,0.0000025284,0.000001951999,0.0000473125,0.0002590528,0.00001743646,0.00005579508,0.000001869098,0.0001438622,7.806145e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993135,0.0001120233,0.00001274623,0.00001524308,5.802791e-7,0.000002598436,0.00007609788,0.000002123952,0.0004650958],"genre_scores_gemma":[0.9994792,0.0001358926,0.00007756909,0.00001742425,7.991562e-7,0.000003557808,0.00008474787,6.190638e-7,0.0002001376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2134595,"threshold_uncertainty_score":0.4244342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008087674704737915,"score_gpt":0.204506811319519,"score_spread":0.1964191366147811,"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."}}