{"id":"W7050275829","doi":"","title":"Kanisha Bembridge","year":2021,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001164444,0.0002733431,0.0003134833,0.0001603475,0.0005804566,0.0005223514,0.000472126,0.000121666,0.005109536],"category_scores_gemma":[0.0001116152,0.0003131823,0.0002671204,0.0007868314,0.0001483823,0.00154527,0.0004672083,0.0008940634,0.002313857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353394,"about_ca_system_score_gemma":0.0003179219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003097769,"about_ca_topic_score_gemma":0.000128098,"domain_scores_codex":[0.9982488,0.0001732026,0.00025263,0.0005103637,0.0002900735,0.0005249017],"domain_scores_gemma":[0.9979762,0.0004776459,0.00008604128,0.0006579466,0.0003845396,0.0004176427],"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":[0.0000713063,0.001507639,0.03733778,0.00001938876,0.0003097124,0.0006305681,0.00007283619,0.0001689905,0.001148181,0.9363689,0.01694074,0.005423969],"study_design_scores_gemma":[0.002026341,0.0001469274,0.01688659,0.00008956876,0.0002928371,0.00003089427,0.001326127,0.0004077715,0.009122008,0.003771867,0.965179,0.000720127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4107445,0.00003691748,0.008775013,0.002009867,0.0006878405,0.0001822897,0.0003869596,0.0001582308,0.5770183],"genre_scores_gemma":[0.9625458,0.000008473276,0.001536473,0.0001982006,0.0001890881,0.000001962531,0.0002101876,0.00003031214,0.0352795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9482382,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787637212483886,"score_gpt":0.2223846682171962,"score_spread":0.2045082960923574,"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."}}