{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000366198,0.0006193306,0.002354724,0.0004456631,0.0001733802,0.00001681342,0.0006198702,0.001008006,0.001861574],"category_scores_gemma":[0.0001040824,0.0005665609,0.0003626075,0.0006713751,0.001349496,0.0002035528,0.0002476414,0.0009299883,0.0002333452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203942,"about_ca_system_score_gemma":0.0001508911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004828276,"about_ca_topic_score_gemma":0.00220763,"domain_scores_codex":[0.9956883,0.001516148,0.00127881,0.0006136733,0.0002345052,0.0006685227],"domain_scores_gemma":[0.997106,0.001189143,0.0008265427,0.000690438,0.00001536016,0.0001724763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001205579,0.0003658063,0.886021,0.0005418017,0.0003480992,0.00002597812,0.001266204,0.00002724074,0.00003138639,0.0001687597,0.0004446864,0.1106385],"study_design_scores_gemma":[0.0006692064,0.0003548983,0.6596323,0.001298913,0.0007756541,0.0003197098,0.0004443487,0.0000123863,0.00008877826,0.0006004947,0.3350155,0.0007878098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.295146,0.6959872,0.00001578793,0.00003634612,0.000459977,0.000561545,0.0006227461,0.00001782233,0.007152687],"genre_scores_gemma":[0.1169205,0.8818073,0.0003450894,0.0001263473,0.00004140041,0.00008231022,0.0003760468,0.00003660344,0.0002644541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3345708,"threshold_uncertainty_score":0.9996786,"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."}}