{"id":"W3005161870","doi":"10.1007/s00436-019-06598-y","title":"Supplemental diagnosis of Gyrodactylus nebulosus Kritsky and Mizelle, 1968 (Monogenea) on 0+ age Ameiurus nebulosus (Siluriformes) considered for commercial grow-out in Southwestern Nova Scotia, Canada","year":2020,"lang":"en","type":"article","venue":"Parasitology Research","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Department of Agriculture; Acadia University; British Columbia Salmon Farmers Association","funders":"","keywords":"Monogenea; Gyrodactylus; Biology; Trematoda; Zoology; Nova scotia; Acanthocephala; Digenea; Fishery; Ecology; Helminths; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004291578,0.0002409064,0.0004954961,0.0001306131,0.0002516688,0.00002304272,0.0003953604,0.0002198118,0.002009868],"category_scores_gemma":[0.0003122777,0.0002383116,0.0000785637,0.0002390004,0.0009169715,0.00009757299,0.0002911941,0.0005728133,0.0001971607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455702,"about_ca_system_score_gemma":0.0001693812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3925764,"about_ca_topic_score_gemma":0.9307719,"domain_scores_codex":[0.9973158,0.0004147086,0.0004844095,0.000630767,0.0003487064,0.000805672],"domain_scores_gemma":[0.9976368,0.001668743,0.0001146465,0.000261916,0.00003427603,0.0002836523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001129063,0.0001977933,0.9736368,0.00002678196,0.00006135114,0.0001354742,0.0009855831,0.00004071561,0.003373797,0.00006683794,0.01883826,0.001507555],"study_design_scores_gemma":[0.002765869,0.001022956,0.9704073,0.00002446031,0.00002774946,0.0000357396,0.0007392821,0.0001571604,0.01418741,0.0001312122,0.01020084,0.0002999829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989585,0.0001038338,0.00001503825,0.006442142,0.0002817618,0.0008717329,0.0005528467,0.00001258016,0.00213502],"genre_scores_gemma":[0.9984148,0.00004436278,0.0002387919,0.0007932148,0.00008664844,0.0001264165,0.0001336213,0.00002065605,0.0001414662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5381955,"threshold_uncertainty_score":0.9989024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09541305950134854,"score_gpt":0.4185914670076559,"score_spread":0.3231784075063073,"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."}}