{"id":"W7133323927","doi":"10.5281/zenodo.18845271","title":"OSSVul - ReplicationPackage","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scripting language; Software; Vulnerability (computing); Artifact (error); Component (thermodynamics); Identification (biology); Data collection; Timestamp","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005305323,0.002075835,0.001055878,0.00354737,0.0007576448,0.002814506,0.003194007,0.0008717452,0.02086913],"category_scores_gemma":[0.02272253,0.0009504547,0.002056207,0.00300499,0.000642816,0.003092003,0.002971964,0.001712791,0.01413971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128459,"about_ca_system_score_gemma":0.002247107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187812,"about_ca_topic_score_gemma":0.009895256,"domain_scores_codex":[0.9968724,0.0008042253,0.0004294412,0.0007663553,0.000930067,0.000197556],"domain_scores_gemma":[0.9900535,0.002691517,0.0004610785,0.004686253,0.00183509,0.0002725181],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001143866,0.0005673841,0.01919983,0.002495756,0.0004707132,0.0002501953,0.0006509668,0.05224043,0.003799106,0.01627783,0.8017792,0.1011246],"study_design_scores_gemma":[0.0008812541,0.0006952852,0.01905608,0.0006358892,0.0001892882,0.0003703584,0.0007088819,0.2441845,0.01384652,0.0324896,0.6866734,0.0002689016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0332162,0.0006891321,0.09142034,0.0007976625,0.0004078112,0.002146033,0.5164535,0.33444,0.02042932],"genre_scores_gemma":[0.06775083,0.0003900688,0.087038,0.0002892838,0.00008323725,0.003029888,0.8162466,0.02068679,0.004485338],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9946947,"threshold_uncertainty_score":0.06981421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115785243173427,"score_gpt":0.2536511483242445,"score_spread":0.2324932958925102,"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."}}