{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009352294,0.0008137859,0.0007017309,0.001194225,0.001277748,0.002335901,0.0007738501,0.001845754,0.06455969],"category_scores_gemma":[0.00381701,0.0002064597,0.0003581778,0.0009450683,0.0005772958,0.00185368,0.001153964,0.002226878,0.05051604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009400227,"about_ca_system_score_gemma":0.002607985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983067,"about_ca_topic_score_gemma":0.001324185,"domain_scores_codex":[0.998737,0.0001219368,0.0001339168,0.0002450421,0.0006227701,0.000139208],"domain_scores_gemma":[0.9982267,0.0002103417,0.0001533088,0.00009369612,0.001109298,0.0002066895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002138255,0.00009103421,0.003473844,0.001199784,0.0000416661,0.002924171,0.000561481,0.0005514023,0.002972718,0.01524694,0.5162663,0.4564569],"study_design_scores_gemma":[0.00001724777,0.00004102031,0.001244173,0.0002919599,0.00001968223,0.006795449,0.0003997842,0.000255209,0.001207572,0.001985158,0.9877186,0.00002419525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02209419,0.2574633,0.0158184,0.1681436,0.08024842,0.0003172046,0.001799943,0.001391941,0.4527231],"genre_scores_gemma":[0.2261288,0.212512,0.008011208,0.06146052,0.02885541,0.0002833728,0.002578566,0.0002507184,0.4599194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06455969,"threshold_uncertainty_score":0.2159737,"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."}}