{"id":"W2986344940","doi":"10.1017/s0031182019001483","title":"Parasites shape community structure and dynamics in freshwater crustaceans","year":2019,"lang":"en","type":"article","venue":"Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Department of Zoology, University of Otago; University of Otago","keywords":"Biology; Mesocosm; Ecology; Community structure; Community; Ecosystem; Crustacean; Competition (biology); Host (biology); Freshwater ecosystem; Abundance (ecology); Population; Biodiversity; Sympatric speciation; Zoology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001053649,0.000124508,0.0001853096,0.00004829344,0.0001192904,0.00001074817,0.0001825975,0.0001818143,0.005202392],"category_scores_gemma":[0.00002328788,0.0001101856,0.0000226755,0.00009489586,0.0002318647,0.0001275919,0.0001333546,0.000478215,0.0008074402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159184,"about_ca_system_score_gemma":0.000004477401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261086,"about_ca_topic_score_gemma":0.0411803,"domain_scores_codex":[0.9991002,0.0002368336,0.00014821,0.0002061597,0.0000491265,0.0002594675],"domain_scores_gemma":[0.9994762,0.0001858343,0.00004537753,0.0002375784,0.000003644036,0.0000513719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003464785,0.00004325398,0.9939312,0.000003453107,0.000008530161,0.000006047087,0.0003195508,0.0001282728,0.004001051,0.0004381411,0.0001508718,0.0009349197],"study_design_scores_gemma":[0.0002383701,0.00007298851,0.9897918,0.000003805418,0.000005926731,0.00007773338,0.0002173753,0.005379247,0.0003273372,0.001116369,0.002642142,0.0001269796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905086,0.0000277529,0.00001386946,0.0003110272,0.0002022989,0.000136187,0.00004317004,0.00002218899,0.008734947],"genre_scores_gemma":[0.9987544,0.000008841992,0.0002918883,0.0003558567,0.00001032908,0.000005564173,0.00005255964,0.000006918966,0.0005136595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03991922,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009499574660917103,"score_gpt":0.3098913721756923,"score_spread":0.3003917975147752,"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."}}