{"id":"W2060034024","doi":"10.1017/s0031182003003494","title":"Parasite communities as indicators of recovery from pollution: parasites of roach (<i>Rutilus rutilus</i>) and perch (<i>Perca fluviatilis</i>) in Central Finland","year":2003,"lang":"en","type":"review","venue":"Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rutilus; Perch; Biology; Parasite hosting; Ichthyophthirius multifiliis; Fishery; Ecology; Aquatic animal; Acanthocephala; Zoology; Fish <Actinopterygii>; Host (biology)","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":[0.0004047226,0.0008024934,0.0009703134,0.001584021,0.0001385888,0.0005541066,0.000442774,0.000630836,0.0008979765],"category_scores_gemma":[0.0004664364,0.0002064713,0.0001496899,0.001488838,0.0002712994,0.0006166649,0.0002557629,0.0002911213,0.0004908887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174743,"about_ca_system_score_gemma":0.0004191212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812819,"about_ca_topic_score_gemma":0.004307404,"domain_scores_codex":[0.9998609,0.00002246294,0.00001934927,0.00003771444,0.00004766196,0.00001199341],"domain_scores_gemma":[0.9997844,0.00004641822,0.00007255537,0.000006294297,0.00007108915,0.00001928472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001275737,0.00005450131,0.004683097,0.008610684,0.00009788564,0.00018351,0.0001238596,0.0003074622,0.002174957,0.0002703699,0.003244708,0.9801214],"study_design_scores_gemma":[0.0001461777,0.002158129,0.2080005,0.009331363,0.00160119,0.01062577,0.001145385,0.001011222,0.008131756,0.002154748,0.7555375,0.0001563027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002907649,0.9963798,0.00009756348,0.00008378323,0.00003313133,0.000004085436,0.00002764388,0.000006006731,0.0004604322],"genre_scores_gemma":[0.02003959,0.9789414,0.0003287476,0.0000529877,0.00005713567,0.00001133081,0.00007039506,0.000001253926,0.0004971282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002812819,"threshold_uncertainty_score":0.005592883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229967225065218,"score_gpt":0.3510393226155856,"score_spread":0.3280426001090638,"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."}}