{"id":"W3082869971","doi":"10.1002/ecy.3181","title":"Scale‐dependent effects of host patch traits on species composition in a stickleback parasite metacommunity","year":2020,"lang":"en","type":"article","venue":"Ecology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Environmental Biology; National Institute of Allergy and Infectious Diseases; Howard Hughes Medical Institute; National Institutes of Health; National Science Foundation","keywords":"Metacommunity; Biology; Ecology; Metapopulation; Stickleback; Host (biology); Population; Abiotic component; Biological dispersal; Fish <Actinopterygii>; Fishery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009185452,0.00009095161,0.0002019145,0.00002939997,0.00006640085,0.000003573912,0.0001578666,0.00009417898,0.001269821],"category_scores_gemma":[0.00005097843,0.00007688205,0.00004180723,0.0001155038,0.0001624323,0.00006425319,0.00008082233,0.0002386645,0.0007978366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007485529,"about_ca_system_score_gemma":0.00000512938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353704,"about_ca_topic_score_gemma":0.001982152,"domain_scores_codex":[0.9991429,0.0002920848,0.0001691344,0.0001677881,0.00006710771,0.0001609121],"domain_scores_gemma":[0.9993761,0.0003956947,0.00006805602,0.00009776463,0.000004076328,0.00005827196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001342833,0.0003598988,0.8778344,0.00001068529,0.0000173268,0.00001828082,0.0009283829,0.0001874623,0.1194276,0.00006150192,0.0002773671,0.0007428132],"study_design_scores_gemma":[0.0003781614,0.0005204928,0.9689431,0.000007455012,0.0000138039,0.000004620099,0.00004442711,0.00008076848,0.0293506,0.00006830287,0.0005146866,0.00007364832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927465,0.000008079882,0.00006080497,0.001125581,0.0001312173,0.0001948713,0.00001177237,0.00001479155,0.005706368],"genre_scores_gemma":[0.9987366,0.00001202768,0.0001202031,0.0009509151,0.0000197036,0.00001787972,0.00001161314,0.000004208555,0.000126852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0911086,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521127083017049,"score_gpt":0.2865932574549501,"score_spread":0.2713819866247796,"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."}}