{"id":"W4391141784","doi":"10.3354/meps14529","title":"Parasites of small pelagics reflect their role in marine ecosystems","year":2024,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"","keywords":"Marine ecosystem; Ecosystem; Business; Ecology; Fishery; Biology; Environmental science","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":[0.0002901199,0.0003193034,0.0004754674,0.0008617912,0.0003142602,0.0009001032,0.0002355121,0.0004439426,0.0009060588],"category_scores_gemma":[0.000830946,0.0001659554,0.0002418087,0.0007484804,0.0004566777,0.001023453,0.0003857172,0.0003732423,0.0002381906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003499342,"about_ca_system_score_gemma":0.0004543304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887443,"about_ca_topic_score_gemma":0.005370031,"domain_scores_codex":[0.9997923,0.00004522147,0.00002834263,0.00005386729,0.00004842551,0.00003191933],"domain_scores_gemma":[0.9995901,0.0001239895,0.000140323,0.00001487473,0.00009815994,0.00003251414],"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":[0.0003396277,0.0000463178,0.1409709,0.01733851,0.0006277316,0.002332771,0.003196307,0.0007539377,0.07866661,0.00775344,0.005112519,0.7428613],"study_design_scores_gemma":[0.0000184421,0.0006986192,0.5200144,0.007618364,0.001706129,0.01160868,0.004619476,0.0008075048,0.01382242,0.006687411,0.432275,0.0001235757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2032419,0.7796389,0.004354055,0.002259729,0.0003179839,0.00004628224,0.0005432467,0.00006857943,0.009529228],"genre_scores_gemma":[0.4008532,0.5893102,0.005915473,0.0006028065,0.0002553263,0.00002889737,0.0003557206,0.00001413345,0.002664274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002887443,"threshold_uncertainty_score":0.005741239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151052334662625,"score_gpt":0.2890407789699888,"score_spread":0.2775302556233625,"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."}}