{"id":"W7040900642","doi":"","title":"Mohammad Moallemi","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Principal (computer security); Air traffic control; Automation; Excellence; Aviation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001641017,0.0002374035,0.0002076902,0.0003264488,0.0003296896,0.0002051231,0.0005701948,0.0001817856,0.0005134242],"category_scores_gemma":[0.00003379055,0.0002772813,0.00009614263,0.0008255477,0.0002197951,0.001452122,0.0002174108,0.0004592872,0.0007499785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718806,"about_ca_system_score_gemma":0.00002767087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233868,"about_ca_topic_score_gemma":0.0001169364,"domain_scores_codex":[0.9987171,0.00006244925,0.0001871367,0.0003036617,0.0002682179,0.0004614325],"domain_scores_gemma":[0.9990782,0.00006501407,0.0000291981,0.0004589681,0.0001310751,0.0002375773],"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":[0.0003504918,0.0005928997,0.006644225,0.0002015215,0.0008126113,0.0004338652,0.0009222361,0.03598396,0.001070995,0.8160228,0.0695818,0.0673826],"study_design_scores_gemma":[0.002415806,0.0003654056,0.008068516,0.00009714688,0.0002357904,0.000009831358,0.0005457267,0.1663539,0.0009346967,0.0006903393,0.8191471,0.001135761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1286541,0.0001857115,0.1135331,0.0007749912,0.0007263295,0.0003751625,0.00002135946,0.00176116,0.7539681],"genre_scores_gemma":[0.9868873,0.00007622374,0.003705165,0.000110743,0.0001670045,0.000001049177,0.00003818757,0.00004271509,0.008971657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8582332,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139016569532524,"score_gpt":0.1742217554844175,"score_spread":0.1628315897890923,"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."}}