{"id":"W2913224440","doi":"10.1145/3703465","title":"Proceedings of the New Security Paradigms Workshop","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Status quo; Computer science; Event (particle physics); Work (physics); Data science; Computer security; Engineering; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001789125,0.0002317535,0.0002621241,0.00006944504,0.00007043235,0.0004412367,0.002135346,0.0002636172,0.0009122806],"category_scores_gemma":[0.00001540458,0.0001422043,0.0002230905,0.0007843203,0.00005192921,0.0005156541,0.000802346,0.0006018554,0.005326322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004518208,"about_ca_system_score_gemma":0.0002988054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004907311,"about_ca_topic_score_gemma":0.00001568724,"domain_scores_codex":[0.9985824,0.000007747803,0.0004025949,0.0003003206,0.0004627729,0.0002441229],"domain_scores_gemma":[0.9991246,0.00002632404,0.0002145545,0.0004091412,0.0001293607,0.00009595005],"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":[6.63861e-7,0.00000712967,5.284247e-7,0.00009811627,0.00001395455,1.057981e-7,0.002323442,0.000001323833,0.000001364943,0.2834476,0.7129295,0.001176224],"study_design_scores_gemma":[0.00007883389,0.000009646555,0.00000698977,0.0001803734,0.00001020704,0.00001072219,0.00007131966,0.002212097,0.001265154,0.009018252,0.9869377,0.0001987142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001733804,0.0007031336,0.004164686,0.004748993,0.004521199,0.0003039211,0.000009596971,0.000112746,0.9852623],"genre_scores_gemma":[0.03364238,0.0001920879,0.001600427,0.002119214,0.0005389969,0.00001796209,0.000009436039,0.00002140532,0.9618581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2744294,"threshold_uncertainty_score":0.9988834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183928003808099,"score_gpt":0.2459033544114085,"score_spread":0.2340640743733275,"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."}}