{"id":"W1984551935","doi":"10.1007/s00436-009-1423-z","title":"A new approach to visualize ecosystem health by using parasites","year":2009,"lang":"en","type":"article","venue":"Parasitology Research","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Deutscher Akademischer Austauschdienst; Federalno Ministarstvo Obrazovanja i Nauke; Fisheries Society of the British Isles","keywords":"Mariculture; Biology; Mugil; Epinephelus; Bay; Bioindicator; Fishery; Marine ecosystem; Ecology; Myxozoa; Fauna; Benthos; Ecosystem; Aquaculture; Grouper; Benthic zone; Fish <Actinopterygii>; Geography","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":[0.0003678405,0.0006187824,0.0003608007,0.001950582,0.0004355172,0.00159747,0.0005498585,0.0006484974,0.002993566],"category_scores_gemma":[0.0008429436,0.0003827696,0.0005984053,0.0007474853,0.0006076779,0.002051237,0.001568485,0.001034167,0.0005292446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226814,"about_ca_system_score_gemma":0.0002618081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788407,"about_ca_topic_score_gemma":0.002384404,"domain_scores_codex":[0.9998386,0.00005209779,0.00001144356,0.00003490133,0.00004645992,0.00001647723],"domain_scores_gemma":[0.9995725,0.0001335048,0.00004957338,0.00008151256,0.00008690167,0.00007607565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004723983,0.0001946637,0.02061575,0.0008285726,0.0004667277,0.0005343283,0.001740121,0.02828298,0.6223317,0.055978,0.007525198,0.2610296],"study_design_scores_gemma":[0.0001867007,0.0006463121,0.0323591,0.0002291171,0.0006267349,0.004204248,0.001661797,0.6045198,0.1869621,0.07370458,0.09441458,0.0004850002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07069171,0.000708903,0.9184756,0.0006477414,0.0001962833,0.0001007433,0.000620277,0.002110253,0.006448507],"genre_scores_gemma":[0.3323989,0.0009125341,0.6616431,0.0001847202,0.0001301556,0.0001946391,0.0003254631,0.0003922354,0.003818198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002993566,"threshold_uncertainty_score":0.01001441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084134323281643,"score_gpt":0.5199734619179776,"score_spread":0.4115600295898132,"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."}}