{"id":"W4213269952","doi":"10.1126/science.372.6541.450","title":"The sentinels","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Rainforest; Geography; Ecology; Astrobiology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.004223542,0.00075681,0.0003957964,0.0009561518,0.001664248,0.001399632,0.001332252,0.001514158,0.01667537],"category_scores_gemma":[0.008875188,0.0005006846,0.0004104224,0.0005248459,0.0007739939,0.001658592,0.00365436,0.001723254,0.007907437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345243,"about_ca_system_score_gemma":0.004413119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154527,"about_ca_topic_score_gemma":0.01472046,"domain_scores_codex":[0.9968118,0.001103753,0.0001796716,0.0006281898,0.0007765576,0.0005000827],"domain_scores_gemma":[0.9940802,0.0009751123,0.0009706453,0.0005387657,0.001838229,0.001596989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009866254,0.0003003138,0.08374694,0.001462355,0.0001101672,0.001637542,0.006435695,0.000420287,0.02785622,0.01844142,0.4199364,0.4386661],"study_design_scores_gemma":[0.0001223633,0.0004896249,0.02183788,0.0009591704,0.0001022457,0.003065031,0.003629019,0.0009332771,0.005011271,0.004158685,0.9596285,0.00006289101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1816257,0.02691635,0.134855,0.1213181,0.02221344,0.004209428,0.0291888,0.007993818,0.4716794],"genre_scores_gemma":[0.6038118,0.01541353,0.1115715,0.07057223,0.004236774,0.00335004,0.01326615,0.0009934141,0.1767846],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01667537,"threshold_uncertainty_score":0.05578464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499567667868095,"score_gpt":0.3425840780864854,"score_spread":0.3275884014078045,"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."}}