{"id":"W4248534266","doi":"10.1002/9781119085751.ch27","title":"Arctic and Antarctica","year":2017,"lang":"en","type":"other","venue":"Infectious Diseases","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Infectious disease (medical specialty); Geography; The arctic; Haemophilus influenzae; Streptococcus pneumoniae; Plague (disease); Disease; Indigenous; Medicine; Biology; Ecology; Oceanography; Microbiology; Geology; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039918,0.0001747503,0.0004377676,0.0001648113,0.00007054454,0.00002923433,0.00006091345,0.0001313149,0.001556782],"category_scores_gemma":[0.0008252954,0.0001463633,0.0001042954,0.00001926074,0.0003223788,0.0000236033,0.00007627049,0.0001959276,0.0001326889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000404261,"about_ca_system_score_gemma":0.00006931712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006345,"about_ca_topic_score_gemma":0.0002152003,"domain_scores_codex":[0.9991457,0.00005654188,0.0000915024,0.0002809399,0.0001158302,0.0003094134],"domain_scores_gemma":[0.9991071,0.00001799892,0.00008724285,0.0003796553,0.00002699962,0.0003809869],"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":[0.00006314582,0.00009573318,0.4040296,0.0005450044,0.0001808198,0.0002721987,0.000001872165,1.957469e-8,0.000008614662,0.00002413617,0.5873005,0.007478378],"study_design_scores_gemma":[0.001368893,0.0006405121,0.1513862,0.001052045,0.0002267341,0.000531511,0.000002468755,0.000003281331,5.053119e-7,0.0002951839,0.8443462,0.0001464651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007153613,0.0123306,0.0000685206,0.001277335,0.0006096488,0.0009524614,0.0003602486,0.000646389,0.9766012],"genre_scores_gemma":[0.536481,0.009370165,0.00004725163,0.0008322947,0.001073846,0.00006486269,0.0001208362,0.0002557273,0.451754],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5293274,"threshold_uncertainty_score":0.9993559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450954684746845,"score_gpt":0.3209349195654687,"score_spread":0.3064253727180002,"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."}}