{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00183416,0.0004745247,0.0007083118,0.0004928279,0.004688234,0.0006855982,0.002288779,0.0002663749,0.09800887],"category_scores_gemma":[0.0004587847,0.0004046384,0.0002247672,0.001034931,0.0003707451,0.0001514339,0.003060701,0.002210587,0.005672074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156722,"about_ca_system_score_gemma":0.00006675995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002426785,"about_ca_topic_score_gemma":0.00002953615,"domain_scores_codex":[0.9943419,0.001290277,0.0006963339,0.001037024,0.001585745,0.001048711],"domain_scores_gemma":[0.9965838,0.00008291991,0.000422134,0.001502268,0.0008542743,0.000554664],"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":[0.0002933003,0.0004733333,0.00001403427,0.0009890279,0.0001761216,0.0003562514,0.0006272116,0.000009908294,0.0001465305,0.00002477528,0.9466553,0.05023422],"study_design_scores_gemma":[0.000859982,0.001587912,0.001145372,0.0002658451,0.000128208,0.0004044516,0.0006864255,0.000027497,0.00002763204,0.00001542131,0.9945352,0.0003160707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007391156,0.005894227,0.00001665876,0.005911467,0.0003837655,0.003429817,0.97373,0.0006399577,0.002602918],"genre_scores_gemma":[0.006200315,0.003685353,0.00003363869,0.0006342742,0.001322369,0.000002894126,0.9836375,0.002136797,0.002346932],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0923368,"threshold_uncertainty_score":0.9998406,"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."}}