{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004537349,0.0002080727,0.0001426572,0.0008760443,0.0003962698,0.0002794525,0.0003337872,0.0001475614,0.0006808901],"category_scores_gemma":[0.0004459513,0.0001480899,0.0002221595,0.001227456,0.0003818763,0.0002646448,0.0004329114,0.0001875364,0.00005008188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105661,"about_ca_system_score_gemma":0.001405899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1172314,"about_ca_topic_score_gemma":0.182599,"domain_scores_codex":[0.9998628,0.00001237015,0.00001146886,0.00003896104,0.00002780106,0.00004669198],"domain_scores_gemma":[0.9996766,0.00003546579,0.0001081644,0.00001647873,0.00009245706,0.0000707457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006121056,0.00002125913,0.9915872,0.00004300782,0.00004467323,0.0001864245,0.0004650953,0.0006931731,0.0007720728,0.0001219919,0.0003417612,0.005662059],"study_design_scores_gemma":[0.000001857911,0.00001052763,0.9988072,0.000006485402,0.00001067417,0.00003974541,0.0003545008,0.0003876409,0.00006422593,0.00001879085,0.0002948547,0.000003575197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989042,0.0001053388,0.00007972407,0.00003488165,0.000005209447,0.00000535202,0.0005404558,0.00000453262,0.0003202003],"genre_scores_gemma":[0.998777,0.00007398717,0.00009548298,0.00001163343,0.000003554515,0.000005307679,0.0007336779,9.907453e-7,0.0002983227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1172314,"threshold_uncertainty_score":0.2330981,"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."}}