{"id":"W7139297537","doi":"","title":"Kanisha Bembridge","year":2021,"lang":"","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":"Aviation; Bachelor; Flight training; Trainer; International airport; Certification; Atlanta; German; Crew resource management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009859068,0.00069216,0.0005125625,0.001284448,0.003183779,0.004098393,0.00130805,0.001208253,0.1467608],"category_scores_gemma":[0.005159687,0.0003800235,0.0003044879,0.0008193295,0.0008103375,0.002651361,0.003033072,0.00309009,0.06324764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642033,"about_ca_system_score_gemma":0.004203182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006666484,"about_ca_topic_score_gemma":0.009957226,"domain_scores_codex":[0.9988244,0.0001108836,0.00004856446,0.0003078808,0.0005708804,0.0001372602],"domain_scores_gemma":[0.9966741,0.0003237691,0.0001575726,0.0001624871,0.001804896,0.0008772294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008781806,0.0000834351,0.00143598,0.0002781504,0.00001028088,0.0003860063,0.0006118233,0.0002360439,0.001397553,0.01399022,0.8048302,0.1766526],"study_design_scores_gemma":[0.000004422743,0.00001821691,0.0009250836,0.00009282526,0.000007153494,0.0005429388,0.0003601954,0.0001529438,0.0003779262,0.001753842,0.9957483,0.00001629836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01565759,0.05179334,0.01822822,0.1303464,0.01959237,0.000218659,0.001492932,0.002416535,0.760254],"genre_scores_gemma":[0.06183127,0.020121,0.006525122,0.01567482,0.001123641,0.0001229879,0.0008921928,0.0006140607,0.8930949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8532392,"threshold_uncertainty_score":0.4909637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662666259234854,"score_gpt":0.1861287199421137,"score_spread":0.1695020573497652,"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."}}