{"id":"W4401829617","doi":"10.1111/imb.12957","title":"Changes in bumblebee queen gut microbiotas during and after overwintering diapause","year":2024,"lang":"en","type":"article","venue":"Insect Molecular Biology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Overwintering; Bumblebee; Diapause; Queen (butterfly); Zoology; Ecology; Larva; Hymenoptera; Pollinator; Pollination; Pollen","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008716796,0.0002279761,0.0002652313,0.0003512587,0.000238982,0.0003818563,0.0001229071,0.0002676262,0.00104724],"category_scores_gemma":[0.0002675547,0.0001318144,0.0001617175,0.0001927772,0.0001684268,0.0002915257,0.0002353181,0.0004205231,0.0001534274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310987,"about_ca_system_score_gemma":0.0001237428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439769,"about_ca_topic_score_gemma":0.006574497,"domain_scores_codex":[0.9999211,0.000009539487,0.000003629036,0.00002981671,0.00001652241,0.00001941182],"domain_scores_gemma":[0.9998592,0.00001476225,0.00005264306,0.000006245282,0.00002237343,0.00004463832],"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":[0.0008342923,0.00006400286,0.123336,0.00013774,0.0000554186,0.0002049275,0.0005887783,0.00006612692,0.8651053,0.00004546254,0.0002879718,0.009274022],"study_design_scores_gemma":[0.000004997921,0.0001931304,0.9907385,0.000009786136,0.00001794973,0.00007921954,0.0002013941,0.0001398562,0.007811939,0.00002907528,0.0007661704,0.000008168043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984218,0.0006051086,0.0001313363,0.00003118991,0.000004994312,0.000006762378,0.0005355796,0.000009040306,0.0002542323],"genre_scores_gemma":[0.9972994,0.0003458069,0.0004019819,0.00008265236,0.000006708092,0.00003035858,0.000939037,0.000006063153,0.0008880993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002439769,"threshold_uncertainty_score":0.004851162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240991127989204,"score_gpt":0.2578872280844339,"score_spread":0.2454773168045418,"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."}}