{"id":"W4394044389","doi":"10.5281/zenodo.6998876","title":"A common venomous ancestor? Prevalent bee venom genes evolved before the aculeate stinger while few major toxins are bee-specific","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Bee venom; Venom; Biology; Ancestor; Zoology; Ecology; Geography","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":[0.0006268615,0.0006778445,0.001165224,0.001885975,0.0005878028,0.001304761,0.0009151485,0.0008438866,0.007552204],"category_scores_gemma":[0.002064752,0.0002615626,0.0008145265,0.00365333,0.0003390048,0.0006168801,0.001023776,0.0007993105,0.006122767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000705294,"about_ca_system_score_gemma":0.001052139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007279043,"about_ca_topic_score_gemma":0.01435016,"domain_scores_codex":[0.9993925,0.00008288967,0.00007557188,0.000253874,0.00008122035,0.000113987],"domain_scores_gemma":[0.9993574,0.0002471919,0.0001240493,0.0001085967,0.00008055849,0.00008223209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003448662,0.0001577707,0.1693987,0.0131217,0.001612315,0.001446661,0.0007405824,0.002603447,0.01845913,0.004663589,0.7436559,0.04069157],"study_design_scores_gemma":[0.0003544089,0.00007826446,0.1880456,0.0007845599,0.0004677761,0.001043258,0.000538456,0.0009737536,0.002174084,0.001619139,0.8038666,0.0000540794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01660493,0.001617835,0.0002662495,0.0001923027,0.00002917352,0.00001198762,0.9796734,0.0001705904,0.001433478],"genre_scores_gemma":[0.01388116,0.0005261726,0.0005935836,0.0001033773,0.000006918948,0.00003645836,0.9842221,0.000043408,0.0005868992],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007552204,"threshold_uncertainty_score":0.02526462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09710322399717733,"score_gpt":0.3176865531629336,"score_spread":0.2205833291657563,"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."}}