{"id":"W7130290026","doi":"","title":"Guide to the Parasites of Fishes of Canada Part V: Nematoda","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aquatic animal; Taxonomy (biology); Helminths; Biodiversity; Parasite hosting","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":[0.0006017055,0.002395491,0.001683574,0.008805289,0.001743025,0.002936891,0.003039342,0.001951157,0.1037476],"category_scores_gemma":[0.005479885,0.001022223,0.001297379,0.01338534,0.0005628124,0.00116611,0.002114955,0.001623114,0.07887032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494153,"about_ca_system_score_gemma":0.01583749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.670055,"about_ca_topic_score_gemma":0.8133398,"domain_scores_codex":[0.999369,0.00004251544,0.00006121959,0.0001219519,0.0001911788,0.0002141215],"domain_scores_gemma":[0.9968641,0.0006016593,0.0002979946,0.000414786,0.001383813,0.0004375719],"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":[0.00002966656,0.000006310234,0.001252358,0.001041072,0.00002939684,0.00001483462,0.00003635278,0.0002228637,0.0001045837,0.0003611627,0.9933318,0.003569548],"study_design_scores_gemma":[0.0001168114,0.000006018877,0.007298225,0.0009332752,0.00005179512,0.00004406964,0.00009313995,0.0002741407,0.0002037192,0.0008347161,0.9901111,0.0000331831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005602256,0.0001136219,0.00003012829,0.00001740782,0.000007317224,0.000005737798,0.9990752,0.0002132881,0.00048127],"genre_scores_gemma":[0.0005277997,0.0002647438,0.0003954328,0.00005951202,0.000004908004,0.00005425379,0.9976518,0.0001138774,0.0009277181],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.329945,"threshold_uncertainty_score":0.6637763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627634067650387,"score_gpt":0.3355749166364915,"score_spread":0.3092985759599877,"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."}}