{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004485853,0.0001365529,0.0003141434,0.0006525322,0.0004857141,0.0005735068,0.000225489,0.0002612095,0.001332015],"category_scores_gemma":[0.001914248,0.0002095014,0.000232603,0.0003622009,0.000797667,0.0002961863,0.0007203089,0.0002510067,0.0001271724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539363,"about_ca_system_score_gemma":0.0002458015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723861,"about_ca_topic_score_gemma":0.07432224,"domain_scores_codex":[0.9996401,0.0001037188,0.00001955244,0.0001053967,0.00006081723,0.00007049233],"domain_scores_gemma":[0.9984648,0.0005604512,0.0003509625,0.0001704825,0.000120001,0.0003332405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003023316,0.00004367183,0.919533,0.00003792494,0.0002160687,0.000168205,0.0008337216,0.0008074726,0.07226719,0.0001473704,0.0001289042,0.005514078],"study_design_scores_gemma":[0.000002309576,0.00001754104,0.9991006,0.000001267899,0.00001309605,0.00002556393,0.0001156242,0.0004872748,0.0001678342,0.00003031941,0.00003576683,0.000002781848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996575,0.00003471719,0.00008802447,0.000006730549,5.737905e-7,0.000001485349,0.00003014936,0.000002920576,0.000177854],"genre_scores_gemma":[0.9998431,0.000009875655,0.00005290553,0.00000536629,6.995275e-7,0.000001591791,0.00002955243,0.000001952261,0.00005487891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01723861,"threshold_uncertainty_score":0.03427655,"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."}}