{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002609862,0.0001466072,0.0003042298,0.0000856589,0.0002469886,0.000005529007,0.0002232368,0.0001113764,0.001052321],"category_scores_gemma":[0.00008762941,0.0001426173,0.00005032417,0.000474879,0.0001851956,0.000130431,0.0001443255,0.0003689019,0.00007351617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330226,"about_ca_system_score_gemma":0.0000185029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304855,"about_ca_topic_score_gemma":0.006635933,"domain_scores_codex":[0.9984458,0.0004048023,0.0002757687,0.000353323,0.0001902614,0.0003300276],"domain_scores_gemma":[0.9992976,0.0002099277,0.0002240139,0.0001970078,0.00001277066,0.00005863637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001617732,0.0002272833,0.9932767,0.000001465741,0.00002748544,0.00004444941,0.0001564304,0.0003015974,0.004852683,0.0002392309,0.0005627102,0.0001481739],"study_design_scores_gemma":[0.0004780066,0.0002178211,0.9974897,0.000003672053,0.00002565225,0.00009407569,0.00005758632,0.0001526378,0.0007236127,0.0002581222,0.0003427842,0.0001563335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931061,0.00001991577,0.00006027139,0.0002850452,0.000321887,0.0001782593,0.00003946444,0.00003812079,0.005950964],"genre_scores_gemma":[0.9991361,0.000004070732,0.0001045172,0.000269824,0.00001486571,0.00004903803,0.0001233935,0.00001079612,0.0002874047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006030018,"threshold_uncertainty_score":0.9998608,"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."}}