{"id":"W2008823848","doi":"10.1126/science.1188235","title":"Adaptation via Symbiosis: Recent Spread of a <i>Drosophila</i> Defensive Symbiont","year":2010,"lang":"en","type":"article","venue":"Science","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":533,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Spiroplasma; Biology; Host (biology); Wolbachia; Parasitism; Drosophila (subgenus); Symbiosis; Adaptation (eye); Nematode; Zoology; Parasite hosting; Offspring; Bacteria; Ecology; Microbiology; Genetics; Mollicutes; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000504652,0.0001125561,0.0001468567,0.00002282576,0.000298499,0.00007927563,0.0004671547,0.00006945353,0.0002565124],"category_scores_gemma":[0.000149216,0.00004355093,0.00005931806,0.0007974528,0.0005794636,0.0003345303,0.00008026435,0.0001122831,0.00002935234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424957,"about_ca_system_score_gemma":0.00003762979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002907376,"about_ca_topic_score_gemma":0.0005700579,"domain_scores_codex":[0.9987056,0.00002488115,0.00025349,0.0003363964,0.0003864238,0.0002932017],"domain_scores_gemma":[0.9992493,0.00006615907,0.0001661557,0.00009330756,0.0003152346,0.000109814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000113178,0.00004667613,0.001764314,0.000001990648,0.000001536456,5.101483e-7,0.0001208896,5.833101e-7,0.959197,0.0005008659,0.0000165565,0.0383377],"study_design_scores_gemma":[0.00007633864,0.0002817965,0.1814144,0.00002470007,0.000008162143,0.00001174358,0.0002424606,0.00008650745,0.8130378,0.001570047,0.003053815,0.0001922103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974082,0.00004980242,0.000001967951,0.0007407189,0.0008078809,0.000156468,0.00001840062,0.00003421816,0.0007823536],"genre_scores_gemma":[0.9991463,0.00004969862,0.0003040183,0.0003070694,0.0001610566,0.000008881457,0.000006162576,5.450358e-7,0.00001628761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796501,"threshold_uncertainty_score":0.2808631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568997475372302,"score_gpt":0.2213262186386848,"score_spread":0.2056362438849617,"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."}}