{"id":"W7139759624","doi":"","title":"Suzanne Kearns","year":2018,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"International Law and Aviation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Bachelor; Variety (cybernetics); Civil aviation; Editorial board","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001296944,0.0004870392,0.0005075156,0.000583288,0.003614786,0.001157854,0.00197811,0.0006955365,0.004169622],"category_scores_gemma":[0.0007746317,0.0005860275,0.0004123022,0.002217374,0.00266481,0.004919071,0.0007554141,0.001466081,0.005023318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049207,"about_ca_system_score_gemma":0.0009327019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597729,"about_ca_topic_score_gemma":0.008157985,"domain_scores_codex":[0.9946428,0.001101824,0.0005331443,0.0009725344,0.001484528,0.001265201],"domain_scores_gemma":[0.9960169,0.0005673716,0.0002994925,0.0007063386,0.001516873,0.0008930763],"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":[0.000273309,0.0005669374,0.005002375,0.00001307234,0.0001860117,0.000122054,0.001759705,0.000004347593,0.0002114573,0.983458,0.002765193,0.005637566],"study_design_scores_gemma":[0.001671955,0.0008562785,0.01733037,0.0002318237,0.0002972776,0.000009265481,0.00278055,0.0005004262,0.0005055313,0.007784375,0.9671392,0.0008929161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3317248,0.0002340676,0.001858509,0.01193798,0.002557367,0.0005373552,0.0001670856,0.000250383,0.6507325],"genre_scores_gemma":[0.9134816,0.0002106746,0.0004966299,0.0005919902,0.001361035,0.000001051551,0.00004654156,0.00003955993,0.08377092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9756736,"threshold_uncertainty_score":0.9998791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984335140901869,"score_gpt":0.2620010660616431,"score_spread":0.2321577146526244,"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."}}