{"id":"W2323803271","doi":"10.3354/dao02379","title":"Local patchiness of Gyrodactylus colemanensis and G. salmonis parasitizing salmonids in the South River watershed, Nova Scotia, Canada","year":2011,"lang":"en","type":"article","venue":"Diseases of Aquatic Organisms","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Nova Scotia Department of Agriculture","funders":"Fundamental Research Funds for the Central Universities; Shaanxi Normal University; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Salmo; Biology; Fishery; Nova scotia; Gyrodactylus; Salvelinus; Trout; Brown trout; Fontinalis; Rainbow trout; Ecology; Tributary; Monogenea; Geography; 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":[0.0001670293,0.0002425136,0.0002454394,0.001235362,0.0009610975,0.0005934624,0.0003675007,0.0002136752,0.001238828],"category_scores_gemma":[0.0004658487,0.0002429545,0.0002774913,0.001217297,0.0006084252,0.0001496181,0.00040359,0.000190537,0.0001945631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00516334,"about_ca_system_score_gemma":0.004597351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9586069,"about_ca_topic_score_gemma":0.990047,"domain_scores_codex":[0.9998373,0.00001093852,0.00001553567,0.0000496166,0.00003922359,0.00004741426],"domain_scores_gemma":[0.9992505,0.00004892889,0.0001938563,0.00002323573,0.0002549549,0.0002285547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003437008,0.000007349061,0.9961585,0.00002710726,0.00002616487,0.0001173721,0.0003658043,0.00008733966,0.001425452,0.00002219578,0.0002558308,0.001472644],"study_design_scores_gemma":[9.110806e-7,0.000003672576,0.9995326,0.000004600195,0.000002957791,0.00002834635,0.0002691849,0.00003648814,0.00001910488,0.000001556902,0.00009926017,0.000001331917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980381,0.0001617484,0.00002255653,0.00002548648,0.000003207056,0.00001218084,0.0009165549,0.000004106164,0.0008160755],"genre_scores_gemma":[0.998618,0.0001399323,0.00006920642,0.00001719439,0.000001615356,0.000007461643,0.000547842,0.000001520955,0.0005972681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0413931,"threshold_uncertainty_score":0.08327371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269371854592786,"score_gpt":0.2414933115339077,"score_spread":0.2287995929879798,"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."}}