{"id":"W4280608877","doi":"10.1101/2022.05.15.491937","title":"Population genomics of a threespine stickleback tapeworm in Vancouver Island","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stickleback; Biology; Fish <Actinopterygii>; Population; Gasterosteus; Watershed; Population genomics; Genetic structure; Zoology; Evolutionary biology; Ecology; Fishery; Genomics; Genome; Genetic variation; Genetics; Gene; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001530121,0.0001253407,0.000170945,0.000642521,0.000762198,0.000527449,0.0001937777,0.0001660045,0.0008987701],"category_scores_gemma":[0.0002789797,0.00009914875,0.00009731871,0.0007947364,0.0002763892,0.00007986478,0.0002722089,0.0002172838,0.00009688749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912654,"about_ca_system_score_gemma":0.001385986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.697511,"about_ca_topic_score_gemma":0.8451809,"domain_scores_codex":[0.999889,0.00001105828,0.000004484204,0.00003266152,0.00002897431,0.00003375901],"domain_scores_gemma":[0.9997376,0.00001989906,0.00004186048,0.000008799153,0.0001036614,0.00008824284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002179877,0.00004234078,0.9322656,0.000032217,0.00006138437,0.0001504498,0.002423588,0.0003794467,0.05173361,0.0001383312,0.0002226589,0.01233228],"study_design_scores_gemma":[0.000001623186,0.00001362693,0.9989094,0.000003142306,0.000004164555,0.00001731788,0.0006056842,0.0001175464,0.0001694648,0.00000845456,0.0001478431,0.000001738722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995591,0.00002040185,0.00005445776,0.000008140111,3.350304e-7,0.000003466007,0.0001254549,0.000001687105,0.0002268199],"genre_scores_gemma":[0.9992092,0.00002943466,0.0001264418,0.000009426382,2.746583e-7,0.000004082349,0.0002913828,0.000001390987,0.0003284013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302489,"threshold_uncertainty_score":0.6085408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112746987707702,"score_gpt":0.2540842180736615,"score_spread":0.2429567481965845,"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."}}