{"id":"W4396935539","doi":"10.31931/fmbc-d-22-00005","title":"Evaluating the Status and Population Biology of an Imperiled Freshwater Mussel, Purple Wartyback (Cyclonaias tuberculata), in Southern Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Freshwater Mollusk Biology and Conservation","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Mussel; Biology; Freshwater bivalve; Ecology; Population biology; Fishery; Zoology; Population; Freshwater crab; Geography; Mollusca; Crustacean; Bivalvia; Demography; Decapoda","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004672723,0.0003407248,0.0002159671,0.0008937143,0.001832399,0.0007819519,0.0009224201,0.0002943422,0.0007041402],"category_scores_gemma":[0.001207197,0.000271443,0.000241675,0.001088754,0.001021451,0.0003462295,0.0005824296,0.0002817828,0.0001144116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01579506,"about_ca_system_score_gemma":0.01046377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879767,"about_ca_topic_score_gemma":0.9971086,"domain_scores_codex":[0.9996064,0.00002315061,0.00001801971,0.0001043572,0.0001560329,0.00009210753],"domain_scores_gemma":[0.9984731,0.0000706604,0.0002649676,0.00004274794,0.0008402386,0.0003083548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002976128,0.00001367797,0.9922975,0.00002478967,0.00003195515,0.0001113394,0.001697366,0.0002208293,0.001395417,0.00004916755,0.0002485839,0.003879764],"study_design_scores_gemma":[0.000002390853,0.0000155638,0.9977743,0.000008571817,0.00001199145,0.00003152011,0.00119884,0.0003206584,0.0001057708,0.00001050145,0.0005142787,0.000005639679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986034,0.0001319164,0.00009834954,0.00005109796,0.000002020732,0.0000100282,0.0003068089,0.000004190622,0.0007922227],"genre_scores_gemma":[0.9987902,0.0001067094,0.0001645535,0.00002780081,9.692632e-7,0.000007039268,0.000297362,0.000002115251,0.0006031355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579506,"threshold_uncertainty_score":0.1146017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130169139185738,"score_gpt":0.2733344643953851,"score_spread":0.2520327730035277,"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."}}