{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001462532,0.0001328732,0.0001475973,0.00005893892,0.00004293511,0.00007513884,0.0001176021,0.0001427485,0.0004612834],"category_scores_gemma":[0.00003075174,0.00005854242,0.00004311718,0.0002336162,0.00007453726,0.00003629125,0.0001582363,0.0001936924,0.00003078375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003031855,"about_ca_system_score_gemma":0.000007404772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217612,"about_ca_topic_score_gemma":0.003060997,"domain_scores_codex":[0.9990165,0.0001128992,0.0001212238,0.0003326641,0.0000528162,0.0003639486],"domain_scores_gemma":[0.9997643,0.0001021219,0.00001244917,0.00004716849,0.00001533233,0.00005862617],"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":[0.00004251564,0.00001086158,0.01323219,0.00003480257,0.00001342549,0.0003125283,0.00008305416,3.779564e-7,0.9804341,0.0001594659,0.000008430049,0.005668289],"study_design_scores_gemma":[0.0002635976,0.0005333467,0.7313852,0.0002515093,0.0000133352,0.0001712414,0.00005199044,0.00006999495,0.2585212,0.001788143,0.006476429,0.000474072],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969598,0.001567468,0.000005836843,0.0008813292,0.0001167682,0.0001345934,0.00003316161,0.00005087029,0.0002501426],"genre_scores_gemma":[0.9992863,0.0002475666,0.00002292849,0.0001743784,0.0001310024,0.00003544951,0.00002222125,0.000002208242,0.00007793764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7219129,"threshold_uncertainty_score":0.505073,"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."}}