{"id":"W4393455864","doi":"10.5281/zenodo.7793971","title":"Dependabot and Security Pull Requests","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer security; Computer science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008477714,0.000241645,0.0002110533,0.0003748251,0.001343952,0.003536275,0.002414418,0.0001860973,0.003587135],"category_scores_gemma":[0.0003463856,0.0002464282,0.00005915175,0.0005842179,0.0001207243,0.0007397007,0.004216915,0.0007701902,0.04615802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206152,"about_ca_system_score_gemma":0.00001104191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003438918,"about_ca_topic_score_gemma":0.000002585089,"domain_scores_codex":[0.9978947,0.0002752086,0.0003378883,0.0005844308,0.0005225387,0.0003852411],"domain_scores_gemma":[0.9982788,0.00002495259,0.000136394,0.0009393078,0.0003822313,0.000238291],"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":[0.000005060536,0.00003635878,2.685276e-8,0.0002175925,0.00002358772,0.00003669256,0.0005188299,5.599471e-7,0.00000372334,0.009663077,0.9745415,0.01495299],"study_design_scores_gemma":[0.0001382703,0.0000789169,0.000008331582,0.00006693111,0.00001630759,0.0003250749,0.00003274285,0.0005642625,0.00002524194,0.001327159,0.9971478,0.0002689502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003840224,0.0002954508,0.001603883,0.001157918,0.0005443279,0.0004312921,0.9601561,0.001345322,0.03442726],"genre_scores_gemma":[0.001523916,0.0006062434,0.0002447451,0.0005251765,0.0002173707,9.340307e-8,0.9961668,0.0005243023,0.0001913289],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04257089,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866549856143026,"score_gpt":0.2442878556731397,"score_spread":0.2256223571117094,"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."}}