{"id":"W4220801823","doi":"10.1139/cjz-2021-0211","title":"The problems of resolving historical specimen data, focusing on a specimen of <i>Myotis austroriparius</i> (Mammalia, Chiroptera, Vespertilionidae) collected by Thomas Drummond","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Context (archaeology); Identification (biology); Type (biology); Archaeology; Geography; Biology; Zoology; Paleontology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02187782,0.0005775641,0.0005814997,0.005942346,0.004623359,0.002411311,0.003252097,0.001176578,0.003251994],"category_scores_gemma":[0.07108662,0.0009747294,0.0003977811,0.007517932,0.00353489,0.003815208,0.002864718,0.002073168,0.00165059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333701,"about_ca_system_score_gemma":0.002558257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017706,"about_ca_topic_score_gemma":0.05214047,"domain_scores_codex":[0.9836981,0.008708567,0.003296535,0.001364391,0.00264162,0.0002906737],"domain_scores_gemma":[0.9262463,0.0389651,0.01319517,0.01018232,0.01041973,0.0009913979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003086885,0.0001292052,0.1305338,0.004840259,0.0002562051,0.005288715,0.03396009,0.004530561,0.006688116,0.06027495,0.07198989,0.6811997],"study_design_scores_gemma":[0.00002681678,0.0001703255,0.1440459,0.006302311,0.0003565971,0.01245308,0.05677115,0.003914439,0.006133663,0.05452049,0.7150632,0.0002420737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4482459,0.06215917,0.269027,0.05493148,0.02545543,0.001788806,0.01870654,0.001116063,0.1185696],"genre_scores_gemma":[0.6238202,0.0208269,0.3149113,0.00802346,0.004812778,0.001273194,0.008717157,0.0005341363,0.01708097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02187782,"threshold_uncertainty_score":0.1157023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897561254580321,"score_gpt":0.2006040203921853,"score_spread":0.171628407846382,"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."}}