{"id":"W6980218940","doi":"","title":"Biology and histopathology of Proteocephalus ambloplitis Liedy, 1887, infecting walleye (Stizostedion vitreum vitreum) and yellow perch (Perea flavescens) in Lake of the Woods, Ontario / by Kimberly Blythe Armstrong. --","year":2017,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stizostedion; Perch; Fecundity; Percidae; Fish <Actinopterygii>; Teleostei","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002492311,0.0003503091,0.00071048,0.0007247428,0.0005114339,0.00001921969,0.000602971,0.0003913635,0.0004718116],"category_scores_gemma":[0.00004702139,0.0003035814,0.000130535,0.0001064007,0.003435451,0.0001399093,0.0003242273,0.0006769709,0.0000106821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886636,"about_ca_system_score_gemma":0.0003052203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01468676,"about_ca_topic_score_gemma":0.9790764,"domain_scores_codex":[0.9985074,0.0002813743,0.0002585881,0.0004988544,0.0001174887,0.0003362839],"domain_scores_gemma":[0.9987001,0.0001083864,0.0004691734,0.0005211944,0.0001049292,0.00009623434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005373663,0.001735559,0.1840799,0.001991123,0.0003435575,0.0002125041,0.2242533,7.886574e-7,0.007355646,0.03254778,0.4910659,0.05587659],"study_design_scores_gemma":[0.0007203585,0.0002198946,0.00366664,0.0005310585,0.00008040806,0.0000125821,0.0003909585,0.000001675185,0.00002613912,0.00004470817,0.9940004,0.0003051464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2052472,0.004161323,0.000002740067,0.00009669552,0.0007991153,0.0004885578,0.0002484854,0.00004294759,0.7889129],"genre_scores_gemma":[0.3737657,0.00004598948,0.00001651992,0.000003270617,0.00008792182,0.000002557347,0.00002901154,0.00005403044,0.625995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9643896,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960854529844926,"score_gpt":0.2182344425803541,"score_spread":0.1986258972819048,"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."}}