{"id":"W2153349198","doi":"10.1645/12-71.1","title":"Timing of Appearance of<i>Gyrodactylus colemanensis</i>(Monogenea) on Young-of-the-Year<i>Salvelinus fontinalis</i>in a Nova Scotia Stream and Contribution of These Infections to Total Parasite Standing Crop","year":2013,"lang":"en","type":"article","venue":"Journal of Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Nova Scotia Department of Agriculture","funders":"","keywords":"Monogenea; Salvelinus; Biology; Fontinalis; Trout; Parasite hosting; Population; Nova scotia; Electrofishing; Host (biology); Gyrodactylus; Ecology; Zoology; Fishery; Demography; Fish <Actinopterygii>; Abundance (ecology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003536336,0.0001271558,0.0004777811,0.0001578378,0.00004571305,0.000005303307,0.000161228,0.0001227897,0.0001275847],"category_scores_gemma":[0.0002325593,0.0000999636,0.000138356,0.0002885709,0.0003286893,0.0001513963,0.00006394884,0.0002255452,0.0000146121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008025006,"about_ca_system_score_gemma":0.00003081415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602936,"about_ca_topic_score_gemma":0.001629844,"domain_scores_codex":[0.9985682,0.0001812581,0.0007182459,0.0001508926,0.0001763208,0.0002050308],"domain_scores_gemma":[0.9985836,0.0002026489,0.000859787,0.0001726378,0.0001143259,0.00006706009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002641877,0.0002066461,0.780764,0.00001046016,0.00005257863,0.000003465719,0.000282557,0.001881264,0.2159919,0.0001230059,0.00009402932,0.0003259843],"study_design_scores_gemma":[0.0006079489,0.0006570939,0.9221154,0.0001712995,0.00005289346,0.0002422821,0.0001157862,0.0001061896,0.07570606,0.0001110749,0.0000385432,0.00007545034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979676,0.0001037838,0.0006832695,0.0002314196,0.0003720196,0.0002458417,0.00001975465,0.000002207555,0.0003741145],"genre_scores_gemma":[0.9995207,0.00001890021,0.0003789943,0.00002460539,0.00002721461,0.000002720741,8.985808e-7,0.000006041186,0.00001992774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1413514,"threshold_uncertainty_score":0.4076397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210704827191595,"score_gpt":0.3174939791195542,"score_spread":0.3053869308476382,"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."}}