{"id":"W4224914554","doi":"10.1017/s003118202200052x","title":"Population growth of<i>Gyrodactylus kobayashii</i>in goldfish (<i>Carassius auratus</i>) associated with host density","year":2022,"lang":"en","type":"article","venue":"Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"National Natural Science Foundation of China","keywords":"Biology; Host (biology); Population density; Parasite hosting; Population; Density dependence; Gyrodactylus; Zoology; Abundance (ecology); Fish <Actinopterygii>; Population dynamics of fisheries; Animal science; Intermediate host; Ecology; Fishery; Monogenea; Demography","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":[0.0002210055,0.0002363996,0.0002694113,0.000417985,0.0001944057,0.000274337,0.0001984646,0.0003351072,0.0006776571],"category_scores_gemma":[0.0003573728,0.0002325025,0.0003577083,0.0001343723,0.0002289996,0.0002408878,0.000393968,0.0003068097,0.0001516029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004205257,"about_ca_system_score_gemma":0.000164811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006462626,"about_ca_topic_score_gemma":0.007655721,"domain_scores_codex":[0.9998897,0.00001486128,0.00001049589,0.0000396059,0.00001779621,0.00002749919],"domain_scores_gemma":[0.9995531,0.00007160098,0.0001660776,0.00003493455,0.00005300102,0.0001212022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007248069,0.0001409088,0.6251973,0.00008524025,0.00007994945,0.0001711691,0.0004475706,0.001221357,0.3674348,0.00007484364,0.0001227413,0.004299346],"study_design_scores_gemma":[0.000009161377,0.000847356,0.985081,0.000007023936,0.00003656675,0.0001207414,0.0002584721,0.003126238,0.01031267,0.00002904959,0.0001587416,0.00001302172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998006,0.00002078207,0.00003883579,0.000005012631,5.94257e-7,0.000002016909,0.00004373123,0.000002527302,0.00008579724],"genre_scores_gemma":[0.9995778,0.00002140167,0.0001007479,0.0000071316,9.030405e-7,0.000007032608,0.0001159666,9.648066e-7,0.0001679324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006462626,"threshold_uncertainty_score":0.01285005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008287289592984963,"score_gpt":0.2805763632396171,"score_spread":0.2722890736466321,"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."}}