{"id":"W2906802869","doi":"10.22621/cfn.v132i2.2056","title":"Long-toed Salamander (<i>Ambystoma macrodactylum</i>) hibernacula in Waterton Lakes National Park revealed using Passive Integrated Transponder telemetry","year":2019,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Alberta; University of Alberta","funders":"University of Alberta; Parks Canada; Alberta Conservation Association","keywords":"Salamander; Overwintering; Fossorial; Transponder (aeronautics); National park; Ecology; Habitat; Fishery; Geography; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.00009936503,0.00009731972,0.00007990203,0.0005754401,0.0003949587,0.0002050755,0.0002134428,0.0001089277,0.000593418],"category_scores_gemma":[0.0001820471,0.0001165845,0.00006527083,0.000381469,0.0003875616,0.0002383064,0.0003450724,0.0001404536,0.00007464515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004551657,"about_ca_system_score_gemma":0.0003807353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08993644,"about_ca_topic_score_gemma":0.4003795,"domain_scores_codex":[0.9999237,0.000007407462,0.000004443149,0.00002530716,0.00001854431,0.00002055669],"domain_scores_gemma":[0.9998029,0.00001275918,0.00008315646,0.00001072971,0.00003768294,0.00005278809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002890178,0.00001867032,0.9877535,0.000008324544,0.000009418113,0.0002617304,0.0006016225,0.00004436673,0.006938997,0.00001561923,0.00006733528,0.004251481],"study_design_scores_gemma":[7.777895e-7,0.00002263872,0.9986675,0.000001989368,0.000004377748,0.0001949503,0.0006368201,0.0000910834,0.0002714972,0.000006440797,0.0001008845,0.000001164604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997943,0.00001426628,0.00002462403,0.000003846223,2.803838e-7,0.000001758523,0.00005094954,0.000001180122,0.0001088687],"genre_scores_gemma":[0.9995338,0.00002162794,0.0001238933,0.000006180172,5.479353e-7,0.000002446303,0.0001178808,4.058391e-7,0.0001932774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9100636,"threshold_uncertainty_score":0.1788259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009857534201561395,"score_gpt":0.2221733791862342,"score_spread":0.2123158449846728,"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."}}