{"id":"W6907425510","doi":"10.21227/d2rh-kw72","title":"DALHOUSIE NIMS LAB ATTACK DATASET 2025-1","year":2025,"lang":"en","type":"dataset","venue":"IEEE DataPort","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Solana Networks (Canada); Dalhousie University","funders":"","keywords":"Internet of Things; Vulnerability (computing); Raspberry pi; The Internet; Vulnerability assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001068092,0.002669349,0.001125189,0.003455993,0.001059024,0.001886007,0.003067927,0.002648658,0.01485578],"category_scores_gemma":[0.004875341,0.000463675,0.001144617,0.004143677,0.0006104428,0.001293798,0.001835276,0.00211976,0.02436819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002656223,"about_ca_system_score_gemma":0.003382927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06599801,"about_ca_topic_score_gemma":0.1074712,"domain_scores_codex":[0.9985759,0.0001910591,0.0001861134,0.0003136118,0.0005016585,0.0002317564],"domain_scores_gemma":[0.9977838,0.0004623188,0.0002284869,0.0005652377,0.0007272112,0.0002328819],"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":[0.0001012462,0.0001070508,0.002826883,0.0005361496,0.0000521425,0.0000910751,0.00003085363,0.001917361,0.0002225372,0.000731157,0.9877176,0.005665916],"study_design_scores_gemma":[0.0003380805,0.0001030855,0.02115395,0.0003865433,0.00006646315,0.0002448224,0.000334195,0.01304402,0.001538571,0.002807839,0.9598812,0.0001012781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001221266,0.0001268014,0.0002291976,0.0002087749,0.0000586981,0.00004517452,0.9960083,0.0008437937,0.001258127],"genre_scores_gemma":[0.001641618,0.00005567968,0.000443817,0.00006061034,0.000009147163,0.00006976746,0.9971805,0.00002521012,0.0005136761],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06599801,"threshold_uncertainty_score":0.1312277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222246221368515,"score_gpt":0.4593251811260471,"score_spread":0.2371005589891955,"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."}}