{"id":"W1521541959","doi":"10.1109/csac.2005.29","title":"Highlights from the 2005 New Security Paradigms Workshop","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Panel discussion; Session (web analytics); Computer science; Selection (genetic algorithm); Data science; World Wide Web; Library science; Artificial intelligence","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":[0.0001658051,0.0001132126,0.00009215272,0.00001516591,0.0001698196,0.0003197443,0.001130606,0.00006149746,0.0007898186],"category_scores_gemma":[0.00001256476,0.00006873392,0.00006224336,0.0001809533,0.00002457266,0.00111141,0.0001780448,0.0001535063,0.001855251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003260498,"about_ca_system_score_gemma":0.00006569194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002974412,"about_ca_topic_score_gemma":0.001521676,"domain_scores_codex":[0.9990343,0.00003586583,0.0002129354,0.0001842194,0.0002663698,0.0002663414],"domain_scores_gemma":[0.9989986,0.0001157147,0.00005736325,0.000655139,0.00002563833,0.0001474867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001772589,0.00002021166,0.00002743301,3.288649e-7,0.000007923936,7.231591e-7,0.005172703,0.00002399714,0.000001573432,0.6448605,0.3223398,0.02754297],"study_design_scores_gemma":[0.000232037,0.000003830101,0.0008141588,0.000003930437,0.000002325791,0.00000319282,0.00005096325,0.0305356,0.0006044528,0.01054683,0.9570752,0.0001274652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01689861,0.0007358257,0.5045545,0.2532723,0.001134051,0.0003348248,0.000005903894,0.0008645907,0.2221993],"genre_scores_gemma":[0.9395839,0.0000958274,0.02620557,0.02544171,0.00109139,0.000007121511,0.00001123463,0.000006960913,0.007556305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9226853,"threshold_uncertainty_score":0.9989219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318770417984651,"score_gpt":0.2302815352087296,"score_spread":0.2170938310288831,"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."}}