{"id":"W2250187811","doi":"","title":"Transactions on computational science X: special issue on security in computing, part I","year":2010,"lang":"en","type":"book","venue":"Springer eBooks","topic":"Cloud Data Security Solutions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Computer security; Computational 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008226467,0.0005075939,0.0004735293,0.000969249,0.0006393786,0.0004361526,0.002537848,0.0004098288,0.0002288515],"category_scores_gemma":[0.00005001451,0.0005854985,0.0001907343,0.0002899584,0.0008131893,0.0002118872,0.0002689137,0.002445127,0.0009287737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007075788,"about_ca_system_score_gemma":0.001731655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004183178,"about_ca_topic_score_gemma":0.0005920311,"domain_scores_codex":[0.9957362,0.00006983554,0.0006111285,0.001454451,0.001380115,0.0007482652],"domain_scores_gemma":[0.9974973,0.0003055042,0.000266628,0.001453428,0.0001895163,0.0002876031],"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":[0.00004012391,0.0006807109,0.00001284511,0.00009574456,0.00005563755,0.0001836029,0.006451225,0.003711821,0.00003210603,0.8221963,0.0553727,0.1111672],"study_design_scores_gemma":[0.0006092248,0.0001824254,0.0002634755,0.0004013723,0.0000156602,0.00002701091,0.000008683103,0.01979259,0.0002616506,0.05706122,0.9204971,0.0008795563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006414938,0.00001427685,0.03277311,0.0005144337,0.007361215,0.0009102916,0.000238673,0.0004154355,0.9571311],"genre_scores_gemma":[0.139772,0.00002515684,0.07544658,0.008452559,0.04805602,0.0002235324,0.0003823329,0.0005125608,0.7271292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8651245,"threshold_uncertainty_score":0.9998563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568654039243299,"score_gpt":0.2597002842703408,"score_spread":0.2440137438779078,"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."}}