{"id":"W4394989370","doi":"10.1101/2024.04.16.589807","title":"Common viral infections inhibit egg laying in honey bee queens and are linked to premature supersedure","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia","funders":"Genome Canada; Alliance de recherche numérique du Canada; Genome British Columbia; Natural Sciences and Engineering Research Council of Canada; Project Apis m.; U.S. Department of Agriculture","keywords":"Honey bee; Biology; Zoology; Laying; Virology; Engineering","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":[0.00008944106,0.0001522429,0.0001433528,0.0001759495,0.0001075825,0.0002318139,0.0001226276,0.000200976,0.001450132],"category_scores_gemma":[0.0002101869,0.0001159974,0.0001556249,0.0000630268,0.0001583464,0.00008492847,0.0002168627,0.0003395634,0.0001857707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577693,"about_ca_system_score_gemma":0.0000820642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008255301,"about_ca_topic_score_gemma":0.002110063,"domain_scores_codex":[0.999928,0.0000112636,0.000005786495,0.00001898872,0.0000179148,0.00001806025],"domain_scores_gemma":[0.9995725,0.00007326849,0.0002215688,0.00004223572,0.00001889035,0.00007163309],"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":[0.000308717,0.00006790933,0.01586715,0.00003215553,0.0000148669,0.00007188384,0.00003230604,0.00004850276,0.9820768,0.00003810884,0.00007757855,0.001364073],"study_design_scores_gemma":[0.00002304145,0.0005298203,0.8577904,0.000006869166,0.00001415107,0.0002666221,0.00008091877,0.0007270535,0.1400264,0.00007925624,0.0004481295,0.000007505259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993314,0.0001905046,0.0001220842,0.00001317476,0.000002959463,0.000003910611,0.0001287716,0.000008160056,0.0001990556],"genre_scores_gemma":[0.9984332,0.00009336902,0.0002511315,0.00002707591,0.000003526463,0.00001226644,0.0003107045,0.000007981315,0.0008608188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001450132,"threshold_uncertainty_score":0.004851162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008387704839095034,"score_gpt":0.2312702175292689,"score_spread":0.2228825126901738,"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."}}