{"id":"W4409627052","doi":"10.1016/j.cub.2025.03.016","title":"Symbiosis: A novel relationship cradled in venom","year":2025,"lang":"en","type":"article","venue":"Current Biology","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Biology; Venom; Symbiosis; Computational biology; Ecology; Genetics; Bacteria","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":[0.0002028098,0.0002867972,0.0003231292,0.0004234001,0.001088168,0.001164825,0.0003608794,0.0006941924,0.002599748],"category_scores_gemma":[0.0003040026,0.0002011247,0.0002332392,0.0002506057,0.0008321382,0.0008563681,0.001537475,0.0006522863,0.0004123679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355325,"about_ca_system_score_gemma":0.0003425423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008135031,"about_ca_topic_score_gemma":0.001304446,"domain_scores_codex":[0.9997512,0.00004777737,0.00001070252,0.00005947271,0.00005481789,0.00007609071],"domain_scores_gemma":[0.9998574,0.00001846846,0.00003029831,0.00002269732,0.00002368979,0.00004741377],"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":[0.0002416212,0.00003353505,0.01753846,0.0001553379,0.00004060276,0.002691957,0.001226273,0.00009466958,0.949116,0.009503943,0.0004130191,0.01894461],"study_design_scores_gemma":[0.00009488207,0.002198443,0.6247553,0.0003774998,0.0003621624,0.03425812,0.01251462,0.008615572,0.237085,0.01412288,0.06549095,0.0001246014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972294,0.004633097,0.006528684,0.0005846533,0.0001267583,0.00002733785,0.0000507221,0.00009130745,0.01566334],"genre_scores_gemma":[0.993242,0.0006745543,0.002098252,0.00009798107,0.00002256259,0.000007425934,0.0000337121,0.000005963117,0.003817402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002599748,"threshold_uncertainty_score":0.008697033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220907898128892,"score_gpt":0.2976717182943078,"score_spread":0.2554626393130189,"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."}}