{"id":"W4297408284","doi":"","title":"FPS 2012 : 5th International Symposium on Foundations and Practice of Security","year":2013,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Engineering ethics; Political science; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003924465,0.0002390689,0.0002468329,0.0001818023,0.0002306466,0.0007369996,0.001762696,0.0002055204,0.0001289933],"category_scores_gemma":[0.001477314,0.000252476,0.0001141373,0.0002358535,0.000176228,0.001243037,0.002113611,0.0005564231,0.00008138206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008816254,"about_ca_system_score_gemma":0.0001910278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006504506,"about_ca_topic_score_gemma":0.0001841504,"domain_scores_codex":[0.9958054,0.002353015,0.0005569982,0.0005088283,0.0005594029,0.0002162878],"domain_scores_gemma":[0.9926452,0.001686108,0.0007831672,0.00171311,0.003026674,0.0001457665],"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":[0.000007398692,0.000454962,0.00009393512,0.00007890286,0.00006958621,9.730011e-7,0.02391554,0.00003732531,0.0001409462,0.9552156,0.002428288,0.01755656],"study_design_scores_gemma":[0.002062534,0.000004491904,0.004837252,0.00272977,0.0001204534,0.0001145355,0.0009245369,0.3727927,0.02339069,0.08002017,0.5112801,0.001722714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01707482,0.0003117642,0.4159194,0.07000241,0.001086546,0.0006752822,0.00007692903,0.0002832691,0.4945696],"genre_scores_gemma":[0.8988228,0.0009486687,0.09618584,0.0007300456,0.00003838253,0.0000843919,0.0003283006,0.00002150905,0.002840035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.881748,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519356222627884,"score_gpt":0.2599515731320428,"score_spread":0.2447580109057639,"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."}}