{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146089,0.0001962704,0.0001054492,0.0007649368,0.0005021191,0.0002850186,0.0001907431,0.0002424253,0.00108686],"category_scores_gemma":[0.0001242024,0.0002546629,0.0001343361,0.0003247648,0.0003497147,0.0002362592,0.0002016084,0.0001364953,0.0004576958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008204003,"about_ca_system_score_gemma":0.0003659127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04799843,"about_ca_topic_score_gemma":0.1596756,"domain_scores_codex":[0.9999197,0.000004245183,0.000007693106,0.00002071716,0.00002072135,0.00002686098],"domain_scores_gemma":[0.9998702,0.00001013202,0.00004006884,0.000005008531,0.00003578915,0.00003891038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006803303,0.0001218875,0.7029892,0.0001795978,0.00005128465,0.005049702,0.001188326,0.0001519831,0.2765638,0.000173374,0.0007266881,0.01212386],"study_design_scores_gemma":[0.000002767555,0.0001112404,0.9969511,0.000004072351,0.000005212716,0.0008269065,0.0002095281,0.00005252159,0.001297806,0.000009620377,0.0005275221,0.000001642765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964221,0.0004584034,0.0001320349,0.0000171834,0.000006838899,0.00002066668,0.0004903257,0.000007843072,0.002444645],"genre_scores_gemma":[0.9925057,0.0004412048,0.0005051653,0.00003790204,0.00000642034,0.00001938178,0.0007857743,0.000003857121,0.00569453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9520016,"threshold_uncertainty_score":0.09543806,"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."}}