{"id":"W7003428130","doi":"","title":"Chunyan Yu","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Benchmarking; Bachelor; Productivity; Transport economics; Public transport; Air transport; Administration (probate law)","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":[0.0009701891,0.0005899815,0.0005054511,0.0007144191,0.00209686,0.002690297,0.0007722776,0.001145326,0.08951612],"category_scores_gemma":[0.004322822,0.0002740298,0.000361903,0.001064424,0.00051453,0.002340815,0.001632415,0.002081879,0.03689218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031497,"about_ca_system_score_gemma":0.002819585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941345,"about_ca_topic_score_gemma":0.00155954,"domain_scores_codex":[0.9988542,0.0001650605,0.00008405676,0.0003872357,0.0003575083,0.0001519893],"domain_scores_gemma":[0.9981486,0.0002962621,0.0001108877,0.0001320565,0.0009192748,0.0003929978],"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":[0.0001468471,0.00005354124,0.003550646,0.0004630211,0.00003090828,0.0008764382,0.0005856659,0.0005971838,0.001880294,0.05293955,0.5807177,0.3581582],"study_design_scores_gemma":[0.00001638346,0.0000369197,0.0009806119,0.0001114047,0.00001929946,0.0007800454,0.0003263263,0.001354459,0.001139834,0.010541,0.9846637,0.00002998873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02795413,0.06275938,0.06632856,0.1698996,0.03941309,0.0002872697,0.002373848,0.003304631,0.6276796],"genre_scores_gemma":[0.1976447,0.04845073,0.0233936,0.02252228,0.006129011,0.0003789677,0.003590894,0.0009144561,0.6969753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08951612,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05079014838459284,"score_gpt":0.1971228469597713,"score_spread":0.1463326985751785,"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."}}