{"id":"W2140171846","doi":"10.2166/wqrjc.2011.004","title":"Fish and ecosystem health as determined by parasite communities of lake whitefish (Coregonus clupeaformis) from Saskatchewan boreal lakes","year":2011,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coregonus clupeaformis; Coregonus; Ecology; Parasite hosting; Benthic zone; Biology; Lake ecosystem; Ecosystem; Aquatic ecosystem; Fauna; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000205866,0.000326607,0.0002350484,0.001147482,0.001000511,0.0006845138,0.0002564655,0.0002207431,0.0009143636],"category_scores_gemma":[0.0003550351,0.0002878513,0.0002147831,0.0009704535,0.0006731077,0.0003109026,0.000686936,0.0002084366,0.0001438933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003542205,"about_ca_system_score_gemma":0.002260564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7260723,"about_ca_topic_score_gemma":0.9297867,"domain_scores_codex":[0.9998109,0.0000146569,0.00001501153,0.00004290604,0.00005374473,0.00006278244],"domain_scores_gemma":[0.9996769,0.00001496377,0.0000838268,0.00001119153,0.0001260669,0.00008709811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006856846,0.00001685207,0.9885931,0.00001604671,0.00004377723,0.0001266775,0.0008951474,0.00005917943,0.008542861,0.00001810142,0.00008805213,0.001531612],"study_design_scores_gemma":[0.000001328964,0.00001692943,0.9991856,0.000002297119,0.000005245377,0.00002413566,0.0005610922,0.00003090179,0.0001087896,0.00000296456,0.00005868997,0.000001908606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995702,0.00002966149,0.00001862687,0.00000922003,5.871771e-7,0.000005454025,0.0001452201,0.000001250136,0.0002197567],"genre_scores_gemma":[0.9990488,0.00005635249,0.00008576912,0.00003109443,7.136106e-7,0.00001021806,0.0003164719,0.000001126243,0.0004494141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2739277,"threshold_uncertainty_score":0.5510818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139450717982376,"score_gpt":0.4056250737005436,"score_spread":0.2916800019023061,"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."}}