{"id":"W3118465745","doi":"10.1186/s13071-020-04526-z","title":"Spatio-temporal variations of emerging sites infested with schistosome-transmitting Oncomelania hupensis in Hunan Province, China, 1949–2016","year":2021,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Fudan University; National Natural Science Foundation of China; National Science Foundation","keywords":"Oncomelania hupensis; Snail; Oncomelania; Geography; Habitat; Ecology; Marsh; Biology; Wetland; Schistosomiasis; Zoology; Helminths","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":[],"consensus_categories":[],"category_scores_codex":[0.0001609957,0.0002495894,0.000466415,0.0003273808,0.0002369852,0.00002856712,0.0001623806,0.0001637289,0.0008285942],"category_scores_gemma":[0.0001432841,0.0002256764,0.0001192607,0.0006749082,0.0001233266,0.0002526229,0.00004644414,0.0003935423,0.0001274196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008777009,"about_ca_system_score_gemma":0.0002990662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489327,"about_ca_topic_score_gemma":0.01036393,"domain_scores_codex":[0.9983666,0.0002146828,0.0005478244,0.0003962625,0.00007202187,0.0004026152],"domain_scores_gemma":[0.9989015,0.000291704,0.0002922461,0.0003297749,0.0001471149,0.00003768793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008368654,0.000303166,0.8620617,0.00003318652,0.0001905304,0.00002511975,0.001238315,0.0001456696,0.1342088,0.0007435702,0.000172683,0.000793579],"study_design_scores_gemma":[0.0009816678,0.0001780053,0.9511172,0.0002192445,0.0001028383,0.00007993922,0.0002779675,0.00008309993,0.03791754,0.00005595804,0.0086689,0.0003176956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941769,0.001082768,0.0004828933,0.0002290032,0.0002724882,0.0002279569,0.00006057411,0.00007631851,0.003391156],"genre_scores_gemma":[0.9963323,0.00003806318,0.001025562,0.00004501624,0.00002851308,0.00002601587,0.0005830517,0.00002861079,0.001892876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09629127,"threshold_uncertainty_score":0.9202816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008630678894975945,"score_gpt":0.259936666276494,"score_spread":0.2513059873815181,"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."}}