{"id":"W4414107904","doi":"10.1139/cjz-2025-0040","title":"Invasion dynamics of <i>Wolbachia</i> bacteria in laboratory populations of the wasp, <i>Trichomalopsis sarcophagae</i> (Hymenoptera: Pteromalidae)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Lethbridge College; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Wolbachia; Obligate; Mating; Host (biology); Population; Insect; Parasitoid; Parasitism; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002116929,0.0002126575,0.0001866444,0.0002165463,0.0001861995,0.000318274,0.0002557613,0.0002949841,0.0003499755],"category_scores_gemma":[0.0004386939,0.0001845604,0.0002792506,0.00006555366,0.0002434182,0.0002872539,0.0002384999,0.000499032,0.0001069645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823211,"about_ca_system_score_gemma":0.0001224603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483152,"about_ca_topic_score_gemma":0.0009710477,"domain_scores_codex":[0.9998618,0.00003217658,0.00001292242,0.00004643921,0.00002386613,0.00002283629],"domain_scores_gemma":[0.9994628,0.0001387231,0.0002079799,0.00004206685,0.00004540359,0.0001030524],"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":[0.0004476493,0.0002245658,0.04878318,0.00005228798,0.00004876212,0.000129258,0.0003040044,0.0004875677,0.947188,0.00008329142,0.00007051009,0.00218075],"study_design_scores_gemma":[0.0001182102,0.00807627,0.7011853,0.00003270244,0.000181561,0.0009435675,0.000662629,0.01431301,0.2734498,0.000196542,0.0007833884,0.00005697714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999803,0.00003346621,0.00007599182,0.000004978636,0.00000105895,0.000002632141,0.00002315724,0.000003031792,0.00005265521],"genre_scores_gemma":[0.9994765,0.00003861517,0.0002579103,0.0000121455,0.000001914926,0.00001230425,0.00009582964,0.000001776472,0.0001031178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483152,"threshold_uncertainty_score":0.002948999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174259061637127,"score_gpt":0.2076810377837394,"score_spread":0.1959384471673681,"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."}}