{"id":"W2159326397","doi":"10.1111/ele.12087","title":"Dynamics of the continent‐wide spread of a <i>Drosophila</i> defensive symbiont","year":2013,"lang":"en","type":"letter","venue":"Ecology Letters","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Division of Environmental Biology; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture","keywords":"Spiroplasma; Biology; Wolbachia; Cline (biology); Ecology; Host (biology); Facultative; Grasshopper; Drosophila (subgenus); Range (aeronautics); Zoology; Mollicutes; Adaptation (eye); Genetics; Mycoplasma; Gene","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":[0.0001307761,0.0002969542,0.0006369505,0.00002147956,0.0001205349,0.00002585545,0.0007972341,0.000655841,0.0004779711],"category_scores_gemma":[0.0001006811,0.0001001149,0.0004196363,0.0001798125,0.0005772284,0.00006388722,0.0001925351,0.0006123715,0.00003259863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005680815,"about_ca_system_score_gemma":0.00001581972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264942,"about_ca_topic_score_gemma":0.00125018,"domain_scores_codex":[0.9981531,0.0002456707,0.0005882661,0.0003620534,0.0002357236,0.0004152217],"domain_scores_gemma":[0.9981852,0.0006103675,0.000834072,0.0001712703,0.0001702444,0.00002882888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001294943,0.00004253573,0.02962074,0.00004449075,0.0001167392,0.00001441397,0.00003545147,9.55821e-7,0.3283463,0.00005682538,0.641537,0.00017159],"study_design_scores_gemma":[0.0004031785,0.0006218539,0.8481857,0.0002902154,0.0003140233,0.00004054777,0.00009181974,0.00001427072,0.02448553,0.0008603168,0.1238112,0.0008813888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5363097,0.00001497215,6.071787e-8,0.4623748,0.0007386567,0.0002711348,0.0001587788,0.00001027201,0.0001216359],"genre_scores_gemma":[0.5103765,0.00001901202,0.00001391266,0.4883062,0.0008679943,0.0000262905,0.0002028018,0.000002713036,0.0001845818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8185649,"threshold_uncertainty_score":0.5233449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00826685709232999,"score_gpt":0.1790386168826452,"score_spread":0.1707717597903152,"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."}}