{"id":"W4288033456","doi":"10.1645/22-35","title":"Recruitment and Seasonal Occurrence of Parasites in Juvenile Invasive Round Gobies (Neogobius melanostomus) in the St. Lawrence River, Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Round goby; Neogobius; Goby; Biology; Juvenile; Parasite hosting; Zoology; Ecology; Fishery; Invasive species; Fish <Actinopterygii>","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":[0.0004778747,0.0001108293,0.0002842655,0.00008111485,0.0001236427,0.000007174437,0.0003772141,0.00004771694,0.0005443745],"category_scores_gemma":[0.0001109995,0.00008642714,0.00004083063,0.0002322676,0.0003148336,0.0001459614,0.0001176903,0.0004767372,0.000003355719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553099,"about_ca_system_score_gemma":0.0002890905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1952281,"about_ca_topic_score_gemma":0.9150389,"domain_scores_codex":[0.9984073,0.0005326824,0.0004268035,0.0001605109,0.0002576479,0.000215051],"domain_scores_gemma":[0.9986787,0.0007509353,0.0003900607,0.0001164282,0.00001538656,0.00004850701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556165,0.0001438501,0.9891999,0.000003752148,0.00001788904,0.000261424,0.00154833,0.001139195,0.0008513005,0.0001047795,0.005695153,0.0008787739],"study_design_scores_gemma":[0.0003682143,0.0002806975,0.978497,0.00001332992,0.0000154061,0.0006456672,0.001407011,0.00002518184,0.0002429979,0.0002511888,0.01816749,0.00008580746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969994,0.0005919605,0.000005746179,0.001500938,0.000352942,0.0001507785,0.00006520211,0.000001258779,0.0003317065],"genre_scores_gemma":[0.999358,0.0001169701,0.00005346411,0.0003463037,0.00001691634,0.00002730512,0.000007819861,0.00000231985,0.00007091255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7198108,"threshold_uncertainty_score":0.810131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603253756984988,"score_gpt":0.325548235118667,"score_spread":0.2995156975488171,"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."}}