{"id":"W4416549280","doi":"10.1145/3719027.3767662","title":"SCORED '25: Workshop on Software Supply Chain Offensive Research and Ecosystem Defenses","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Software deployment; Offensive; Supply chain; Software; Trustworthiness; Software security assurance; Distrust","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":[0.0134721,0.002180679,0.001455434,0.001501011,0.002441358,0.01040379,0.004090887,0.003094494,0.08528081],"category_scores_gemma":[0.01320145,0.000724291,0.002237501,0.001290306,0.002133656,0.00538325,0.007934698,0.006006117,0.03671211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016425,"about_ca_system_score_gemma":0.007780367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007326322,"about_ca_topic_score_gemma":0.01263706,"domain_scores_codex":[0.9927695,0.002477251,0.0003160393,0.0007889353,0.002695359,0.0009528637],"domain_scores_gemma":[0.9865683,0.003196787,0.0003192073,0.0009628659,0.004638883,0.004313936],"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":[0.0002098833,0.0001884783,0.0002793011,0.000334389,0.0000508538,0.0002515544,0.0005898938,0.001948273,0.001537811,0.01176357,0.9072296,0.07561632],"study_design_scores_gemma":[0.00007233768,0.0001573569,0.0006356286,0.000396225,0.00002796566,0.000113437,0.000800125,0.001674955,0.001160238,0.007584418,0.9873295,0.00004784518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04468691,0.03466165,0.1403971,0.1276789,0.1684109,0.001992563,0.009112027,0.007132105,0.4659278],"genre_scores_gemma":[0.1249994,0.01657493,0.04642671,0.009535276,0.01300029,0.001429965,0.01033498,0.003620598,0.7740778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08528081,"threshold_uncertainty_score":0.2852927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0429258640207925,"score_gpt":0.3098981128250184,"score_spread":0.2669722488042259,"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."}}