{"id":"W2528390613","doi":"10.1101/079780","title":"Hosts, parasites, and their interactions respond to climatic variables","year":2016,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Variation (astronomy); Community; Community structure; Climate change; Species distribution; Species richness; Ectotherm; Interspecific competition","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004521066,0.0004793919,0.000424367,0.0001925538,0.000326303,0.0001411331,0.0004748622,0.0003442136,0.001094224],"category_scores_gemma":[0.0002861106,0.0003890759,0.0001004316,0.0002815556,0.000224045,0.0002729144,0.0009537174,0.0005768294,0.001535328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003802219,"about_ca_system_score_gemma":0.00007711288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009595139,"about_ca_topic_score_gemma":0.00003146461,"domain_scores_codex":[0.9977594,0.0002005084,0.000419562,0.0009547833,0.0001516872,0.0005140654],"domain_scores_gemma":[0.9980951,0.0002637099,0.0002508,0.0009777523,0.00005150619,0.0003611078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006527801,0.0001389948,0.09851144,0.00004272732,0.0001326756,0.00001537115,0.00005220357,0.00003539644,0.8976886,0.0004998741,0.002794245,0.00002321145],"study_design_scores_gemma":[0.0002773335,0.0000880321,0.8179399,0.0004759727,0.00008330938,2.117352e-7,0.00000892278,0.0001463801,0.06532212,0.0000469286,0.1146958,0.0009151153],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917731,0.0002325248,0.003811235,0.001119007,0.001255467,0.0006253769,0.0005088985,0.0002348297,0.00043955],"genre_scores_gemma":[0.9954131,0.0001394629,0.003165048,0.0005953112,0.0002192511,0.0002491848,4.634926e-7,0.00005966433,0.0001584779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8323665,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410398075234121,"score_gpt":0.2696823518648515,"score_spread":0.2555783711125102,"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."}}