{"id":"W4413089165","doi":"10.23977/jeis.2025.100202","title":"Artificial Intelligence Data Security Evaluation in Big Data Cloud Computing Environment","year":2025,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Cloud Data Security Solutions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cloud computing; Computer science; Big data; Cloud computing security; Data science; Data mining; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003052244,0.0008122648,0.0006432879,0.001745584,0.0009658737,0.001864287,0.0006810413,0.0006293023,0.001190184],"category_scores_gemma":[0.005929841,0.0001727886,0.0006968849,0.001927646,0.0006219948,0.002074625,0.0007480772,0.0007008684,0.0001577535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905754,"about_ca_system_score_gemma":0.001882758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008816074,"about_ca_topic_score_gemma":0.005922119,"domain_scores_codex":[0.9966258,0.0008644934,0.0002490425,0.0003070291,0.001439106,0.0005146181],"domain_scores_gemma":[0.9952177,0.001711654,0.0004432008,0.0003337883,0.001848619,0.0004450226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002956103,0.001965412,0.07982633,0.000978824,0.0004155442,0.0008742141,0.0004213985,0.6558564,0.02129599,0.01984787,0.01234004,0.2032218],"study_design_scores_gemma":[0.00005257073,0.0004715346,0.01175331,0.00002875388,0.00005832745,0.0000882207,0.00030225,0.9762275,0.008076243,0.001595993,0.001321841,0.00002336256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933418,0.001623533,0.04527035,0.001051154,0.0002085232,0.000357928,0.0004379715,0.0004640084,0.01716847],"genre_scores_gemma":[0.9882423,0.0003386045,0.01024415,0.0000511934,0.00001630686,0.00005002825,0.0002965225,0.00001816213,0.0007427065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008816074,"threshold_uncertainty_score":0.01752949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797868957262335,"score_gpt":0.3369251417744779,"score_spread":0.2571382460482444,"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."}}