{"id":"W4241864879","doi":"10.1017/s0950268809991397","title":"HYG volume 138 issue 2 Cover and Front matter","year":2009,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Front cover; Cover (algebra); Volume (thermodynamics); Front (military); Action (physics); Content (measure theory); Environmental science; Mathematics; Geography; Physics; Engineering; Meteorology; Mechanical engineering; Thermodynamics; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007738007,0.0009291458,0.000836525,0.001373984,0.0009142608,0.002475552,0.0006663275,0.002125269,0.7062842],"category_scores_gemma":[0.001470602,0.0003325865,0.0005018648,0.0005115067,0.0006926192,0.0008931001,0.001087205,0.001951695,0.4519433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609775,"about_ca_system_score_gemma":0.0006265088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286593,"about_ca_topic_score_gemma":0.002117763,"domain_scores_codex":[0.9993722,0.00008925779,0.00003374356,0.0001139678,0.0003159364,0.00007495651],"domain_scores_gemma":[0.999094,0.0002138632,0.00003350511,0.0000966118,0.0002990832,0.0002630392],"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":[0.0001820367,0.0001877444,0.001391293,0.0003277838,0.00002184689,0.0005419609,0.00004296494,0.00005923939,0.003425309,0.001251999,0.8522359,0.1403319],"study_design_scores_gemma":[0.00002390383,0.00006297263,0.003481359,0.0001934582,0.000008809836,0.0009880881,0.00004619931,0.0001075614,0.000944716,0.0005209923,0.9936148,0.00000715369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005751648,0.009211738,0.001219011,0.01842691,0.02106884,0.0002738901,0.003627225,0.001299532,0.9391212],"genre_scores_gemma":[0.01485931,0.005720345,0.000714703,0.006755572,0.01028775,0.00007153388,0.001818324,0.0003616099,0.9594108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2937158,"threshold_uncertainty_score":0.41895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03533071341203578,"score_gpt":0.2418643475209818,"score_spread":0.2065336341089461,"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."}}