{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298096,0.0001472407,0.0001640578,0.0002076628,0.0002790643,0.0003637011,0.0002431081,0.0004605187,0.0009794029],"category_scores_gemma":[0.0004343516,0.0001119395,0.0001553,0.0001280911,0.0004905005,0.0004788954,0.0005613974,0.0004188438,0.0001728518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882613,"about_ca_system_score_gemma":0.0001642677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682987,"about_ca_topic_score_gemma":0.001083925,"domain_scores_codex":[0.9998773,0.00001943993,0.000009156083,0.00004568316,0.00002291615,0.00002544324],"domain_scores_gemma":[0.9996957,0.00002823602,0.0001246419,0.00004236151,0.00005053543,0.00005864197],"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":[0.0002684917,0.00006124459,0.196982,0.0001906195,0.00008677261,0.000550952,0.0005573681,0.0002130727,0.7722046,0.0007669426,0.0002068999,0.02791094],"study_design_scores_gemma":[0.00001520075,0.0004889403,0.9596806,0.00001831379,0.00004909474,0.002273254,0.0007292837,0.0004463232,0.03109598,0.0003701173,0.004815745,0.00001718143],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965212,0.001518874,0.0005888792,0.0001815309,0.000007153552,0.000004454736,0.00001997982,0.00001625842,0.001141775],"genre_scores_gemma":[0.9989386,0.0004539411,0.0003008732,0.00007545965,0.00000785767,0.000002232438,0.00002847183,0.000001521508,0.0001909675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009794029,"threshold_uncertainty_score":0.003276408,"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."}}