{"id":"W2090702661","doi":"10.3920/bm2011.0026","title":"OPINION PAPER: Quo vadis – EFSA?","year":2011,"lang":"en","type":"article","venue":"Beneficial Microbes","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Bureaucracy; Status quo; Commission; European commission; Food safety; Political science; Human health; Medicine; Environmental health; European union; Business; Law; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002404189,0.0001818257,0.0002156166,0.0001916559,0.0002983285,0.00001754139,0.0002749362,0.0002345274,0.005097164],"category_scores_gemma":[0.0001683042,0.000167179,0.0001191942,0.0002296552,0.0002212503,0.0001824261,0.0001161747,0.0003179867,0.004829937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005041215,"about_ca_system_score_gemma":0.00008882188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634412,"about_ca_topic_score_gemma":0.000234148,"domain_scores_codex":[0.9986762,0.0001456854,0.0002588718,0.0004370827,0.00003419795,0.0004479853],"domain_scores_gemma":[0.9992306,0.00008329428,0.00006415625,0.0004609692,0.0001349427,0.00002606435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001457484,0.0004446329,0.006281701,0.00001987304,0.0001171437,0.0000025984,0.0006769928,0.000001786221,0.9645091,0.00696437,0.005091049,0.01574503],"study_design_scores_gemma":[0.0005683214,0.0003006168,0.08289258,0.0000300853,0.00002131889,0.0001254352,0.0002220747,2.022834e-7,0.6462178,0.0009647552,0.2683503,0.000306459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561146,0.005674278,0.0001439023,0.0002360057,0.002780492,0.0004204079,0.00005174172,0.0002361668,0.03434242],"genre_scores_gemma":[0.9968767,0.000426261,0.0002268795,0.00007284895,0.0001870599,0.00003783938,0.00006887892,0.00003087103,0.002072713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3182913,"threshold_uncertainty_score":0.9959449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658114704206235,"score_gpt":0.2784064106904045,"score_spread":0.2318252636483422,"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."}}