{"id":"W7070513458","doi":"","title":"PArasites of th lake sturgeon, Acipenser fulvescens, systematics and biogeography","year":2007,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biogeography; Monophyly; Acipenser; Biological dispersal; Subspecies; Systematics; Actinopterygii; Fauna; Cypriniformes","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001301711,0.000152496,0.00006887194,0.001346929,0.0003337825,0.0002609402,0.0001103558,0.0001407798,0.0008119572],"category_scores_gemma":[0.0001396888,0.00007604966,0.000102442,0.0005386077,0.0002680506,0.0002484008,0.0002144867,0.00007800437,0.00009836027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251585,"about_ca_system_score_gemma":0.0003351523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02570763,"about_ca_topic_score_gemma":0.08309668,"domain_scores_codex":[0.9999549,0.000007268775,0.000004968995,0.00001405481,0.000008805365,0.000009895239],"domain_scores_gemma":[0.9999015,0.000008137676,0.00005218332,0.000004218169,0.00001972331,0.00001416742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004558271,0.00003143934,0.9369805,0.00007902712,0.00002766026,0.0001440735,0.001008022,0.0001581024,0.01803247,0.0002829865,0.0002215859,0.04298838],"study_design_scores_gemma":[4.318372e-7,0.00002440819,0.9992566,0.0000058099,0.000004231785,0.00007742079,0.0001421171,0.00006533496,0.00007589474,0.00001741924,0.000329574,8.092463e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984791,0.0005169784,0.00005218089,0.00003925014,8.584054e-7,0.000004213317,0.00008781864,0.000004357497,0.0008153577],"genre_scores_gemma":[0.9989976,0.0003593218,0.0001887799,0.0000118459,0.000002338303,0.000003876704,0.0001793415,7.547454e-7,0.0002560628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02570763,"threshold_uncertainty_score":0.05111599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001915344715141859,"score_gpt":0.155947769406717,"score_spread":0.1540324246915752,"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."}}