{"id":"W1988458528","doi":"10.1186/s12864-014-1193-6","title":"A search for protein biomarkers links olfactory signal transduction to social immunity","year":2015,"lang":"en","type":"article","venue":"BMC Genomics","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Agriculture and Agri-Food Canada; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute of General Medical Sciences; University of British Columbia; Manitoba Rural Adaptation Council; Agricultural Adaptation Council; Genome British Columbia; British Columbia Knowledge Development Fund; Agri-Futures Nova Scotia Association; Canadian Bee Research Fund; Genome Canada","keywords":"Biology; Varroa destructor; American foulbrood; Honey bee; Varroa sensitive hygiene; Semiochemical; Genetics; Proteomics; Nosema; Plant disease resistance; Pollinator; Evolutionary biology; Pollination; Zoology; Computational biology; Ecology; Pollen; Microbiology; Gene; Sex pheromone","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":[0.0002474565,0.0003723428,0.0001931516,0.0005577705,0.0001748999,0.0003261536,0.0002018005,0.0004465843,0.001243649],"category_scores_gemma":[0.0002447793,0.0001059112,0.0002693389,0.0004048026,0.0002628566,0.0002535093,0.0002841785,0.0003699402,0.0002545243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189384,"about_ca_system_score_gemma":0.0001016974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193001,"about_ca_topic_score_gemma":0.0002982811,"domain_scores_codex":[0.9998947,0.00001106887,0.000008254481,0.00004071298,0.00002544267,0.00001981626],"domain_scores_gemma":[0.9995171,0.00007307797,0.0002719875,0.00002726431,0.00004855533,0.00006196288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001458863,0.00008444098,0.03220503,0.00009625913,0.00004837172,0.00008207796,0.0000342444,0.00007355807,0.9633703,0.00006620369,0.0000733675,0.003720449],"study_design_scores_gemma":[0.00001749533,0.0008460853,0.7288751,0.0000240206,0.0001328907,0.0008116735,0.0001392824,0.002159164,0.264889,0.000302082,0.001789037,0.00001426036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963892,0.000911365,0.001747662,0.0000637802,0.000008277588,0.00001701937,0.000484757,0.00003643734,0.000341546],"genre_scores_gemma":[0.9952455,0.0003330052,0.002947534,0.00009641954,0.00001137026,0.00003255287,0.0008141332,0.000005898003,0.0005135136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001243649,"threshold_uncertainty_score":0.004160404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644283065815092,"score_gpt":0.3034373795958097,"score_spread":0.1390090730143005,"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."}}