{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007280253,0.00008541552,0.0001020476,0.00001825059,0.0002657124,0.00005892048,0.0001994319,0.0001569647,0.0001849406],"category_scores_gemma":[0.00003334187,0.00003899943,0.00008353531,0.0001774144,0.00004383752,0.00004542172,0.00003802328,0.0001746795,0.00004593296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022297,"about_ca_system_score_gemma":0.00009460247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006098472,"about_ca_topic_score_gemma":0.0007251765,"domain_scores_codex":[0.999103,0.0001228214,0.0001256217,0.0001628888,0.000176621,0.0003090358],"domain_scores_gemma":[0.9995613,0.0000765752,0.00002015936,0.00003197285,0.0001507563,0.0001592433],"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":[0.0005124999,0.00005295372,0.0009584379,0.00001538082,0.0000113823,4.096448e-7,0.000873222,0.00001824021,0.9651197,0.0001130988,0.0004769363,0.0318477],"study_design_scores_gemma":[0.001795705,0.003947994,0.1121611,0.00003038315,0.00003908482,0.00001130856,0.008803125,0.001580429,0.7706156,0.005055797,0.09483303,0.001126521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974854,0.00003031307,0.000423685,0.0007731709,0.0000654748,0.0007438757,0.00008619956,0.00002911084,0.0003627647],"genre_scores_gemma":[0.9981865,0.000001255462,0.0008193362,0.00004713109,0.0006190062,0.00006517333,0.00006424375,0.000001525182,0.0001957704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1945042,"threshold_uncertainty_score":0.2043672,"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."}}