{"id":"W2932982683","doi":"10.24200/tjer.vol15iss2p102-113","title":"الحد من المفاقيدد التقندة في المنقطق الريفادة - حقلة سدح الخيرات","year":2018,"lang":"ar","type":"article","venue":"The Journal of Engineering Research [TJER]","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer 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":[0.007973472,0.0006659796,0.0008970487,0.001342526,0.0006658052,0.0001782254,0.002638904,0.0006695816,0.000818936],"category_scores_gemma":[0.001720813,0.0005164744,0.0003682238,0.001655559,0.001092113,0.0006898,0.0004471003,0.005466226,0.0008759124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111215,"about_ca_system_score_gemma":0.000364319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189935,"about_ca_topic_score_gemma":0.000044804,"domain_scores_codex":[0.9941717,0.0004701683,0.001348859,0.0003742554,0.001637802,0.001997161],"domain_scores_gemma":[0.9953082,0.001603721,0.0002074652,0.001363714,0.001005645,0.0005112277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002583267,0.001067761,0.001348036,0.003800339,0.007184389,0.002650942,0.02413821,0.4020405,0.2372339,0.1238972,0.1724827,0.02157271],"study_design_scores_gemma":[0.009469497,0.01794341,0.01800177,0.009184801,0.001393206,0.007616176,0.01842128,0.379921,0.08710218,0.05319799,0.3918901,0.005858573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867592,0.04822541,0.01036723,0.005689535,0.00592506,0.001024864,0.00008298254,0.000757937,0.04116781],"genre_scores_gemma":[0.9880518,0.005967285,0.001626335,0.00003332536,0.002843301,0.00001015503,0.000003140741,0.0001644178,0.001300196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2194074,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513761125529097,"score_gpt":0.3223761143337755,"score_spread":0.2772385030784845,"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."}}