{"id":"W4401979641","doi":"10.22541/au.172494030.06335431/v1","title":"Conserved and unique protein expression patterns across reproductive stage transitions in social hymenopteran queens","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Biology; Vitellogenin; Vitellogenins; Evolutionary biology; Nest (protein structural motif); Zoology; Heat shock protein; Ecology; Genetics; Gene; Vitellogenesis; Biochemistry","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":[0.00006298757,0.0001062646,0.0001389512,0.0003995957,0.0002094539,0.0003239849,0.00009114098,0.000208901,0.0009452876],"category_scores_gemma":[0.0001547107,0.000127325,0.0001997745,0.0001688072,0.000202653,0.0002295023,0.000200963,0.0002215471,0.0002283259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185537,"about_ca_system_score_gemma":0.00007651631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149604,"about_ca_topic_score_gemma":0.002818199,"domain_scores_codex":[0.9999533,0.000003344838,0.000003180184,0.00002242875,0.00000700964,0.00001070142],"domain_scores_gemma":[0.9998863,0.00001703985,0.00004155207,0.00000858725,0.0000143376,0.00003215234],"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":[0.0001712155,0.00001581121,0.03362426,0.00005262032,0.00002651261,0.0001527247,0.0002638212,0.00003119614,0.9628352,0.00005148723,0.00007606822,0.002699138],"study_design_scores_gemma":[0.000003535429,0.00005386705,0.9854756,0.000003897069,0.00001168679,0.0002078257,0.0001794529,0.0001419654,0.01357947,0.00003848225,0.0002997906,0.00000432121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988311,0.0003196899,0.0001806891,0.0000157354,0.000003027632,0.000003127546,0.0003007207,0.000006767028,0.0003392744],"genre_scores_gemma":[0.9969898,0.0002494038,0.0006722234,0.00004745681,0.00000549789,0.00001398886,0.0007993843,0.00001030634,0.001211959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149604,"threshold_uncertainty_score":0.003162324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891762488570627,"score_gpt":0.303204787007735,"score_spread":0.2842871621220288,"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."}}