{"id":"W3005326906","doi":"10.1016/j.pt.2019.12.013","title":"Modeling Pathogen Dispersal in Marine Fish and Shellfish","year":2020,"lang":"en","type":"review","venue":"Trends in Parasitology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; Dalhousie University","keywords":"Biological dispersal; Marine ecosystem; Biology; Ecology; Ecosystem; Context (archaeology); Infectious disease (medical specialty); Marine fish; Shellfish; Fish <Actinopterygii>; Fishery; Aquatic animal; Population; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004892173,0.001161688,0.001218969,0.0006230886,0.0001636205,0.0009692697,0.001399217,0.001514279,0.001946095],"category_scores_gemma":[0.001124685,0.0003980529,0.0005584059,0.0007999613,0.0004510635,0.0009933814,0.0007795451,0.0009366871,0.00071032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007686415,"about_ca_system_score_gemma":0.001188631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133093,"about_ca_topic_score_gemma":0.0111058,"domain_scores_codex":[0.9998996,0.00002310285,0.00000876953,0.00002787815,0.00003032728,0.0000102606],"domain_scores_gemma":[0.9997385,0.0001515928,0.0000304093,0.00000997261,0.00004685018,0.00002273652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005296968,0.00007780035,0.001858325,0.007297982,0.0003202082,0.0001699723,0.00004796231,0.1419716,0.003285896,0.01602737,0.01267317,0.8162168],"study_design_scores_gemma":[0.00009790694,0.0004114586,0.00585809,0.006226283,0.0008924979,0.0008847733,0.0002872682,0.2495686,0.004553174,0.06647791,0.664556,0.0001860502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002350625,0.9779945,0.01568952,0.0007417967,0.000433237,0.000007836235,0.0000565327,0.00007756681,0.002648458],"genre_scores_gemma":[0.01758559,0.9725806,0.006856141,0.0002088021,0.0004289094,0.00002100757,0.00009146277,0.00002164383,0.002205754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01133093,"threshold_uncertainty_score":0.02252996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420986806173798,"score_gpt":0.3817059614946711,"score_spread":0.3396072808772913,"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."}}