{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006280309,0.000216395,0.0003948123,0.0006508792,0.0003001295,0.000700345,0.0001709748,0.0002886637,0.001246145],"category_scores_gemma":[0.001705982,0.0001736709,0.0002782384,0.000746919,0.0004009998,0.0004591116,0.0004885738,0.0003147061,0.0002138317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900819,"about_ca_system_score_gemma":0.0001120652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721843,"about_ca_topic_score_gemma":0.002735062,"domain_scores_codex":[0.9995654,0.0001485441,0.00003358085,0.0001407774,0.00006122464,0.00005044473],"domain_scores_gemma":[0.9988787,0.0003161577,0.0005340076,0.00008633516,0.00007934809,0.0001055176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001094896,0.00003047784,0.969314,0.00005114388,0.0001995309,0.00005521014,0.0001812309,0.001044173,0.02135639,0.0001349782,0.0001414657,0.007382039],"study_design_scores_gemma":[9.519096e-7,0.00001514559,0.998782,0.000002388231,0.000009642245,0.00003468636,0.00005821977,0.0005895143,0.0002832137,0.00009486778,0.0001270907,0.000002362968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998266,0.0002546316,0.0006064338,0.00003797078,0.00000270841,0.000003309911,0.0002956441,0.00001206187,0.0005212115],"genre_scores_gemma":[0.9989544,0.00008267599,0.0005039018,0.00001669035,0.000006893079,0.00000398532,0.0003136179,0.000005594571,0.0001122223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001721843,"threshold_uncertainty_score":0.004168808,"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."}}