{"id":"W2151260052","doi":"10.1890/130145","title":"Amphibians in the climate vise: loss and restoration of resilience of montane wetland ecosystems in the western US","year":2014,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canada Research Chairs","keywords":"Wetland; Habitat; Ecology; Climate change; Ecosystem; Ephemeral key; Wildlife; Predation; Habitat destruction; Environmental science; Fauna; Geography; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002057958,0.0001864897,0.0007025308,0.00005614674,0.0000724812,0.00001206283,0.000405253,0.0001801345,0.0001099288],"category_scores_gemma":[0.00002786288,0.00009688935,0.000061808,0.0001351916,0.0009824442,0.0000505186,0.0001535213,0.0002472708,0.00001148205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373282,"about_ca_system_score_gemma":0.00000594891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001955299,"about_ca_topic_score_gemma":0.004881928,"domain_scores_codex":[0.9977782,0.0009809049,0.0005636605,0.0002476279,0.0001951655,0.0002344714],"domain_scores_gemma":[0.9990075,0.0002631603,0.0003589012,0.0003497152,0.000001027715,0.00001965936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468115,0.0003441403,0.9647636,0.001625317,0.0000343262,0.00003220541,0.004578791,0.000181576,0.000003065623,0.000641615,0.00130508,0.02634352],"study_design_scores_gemma":[0.001502049,0.0001754609,0.5944037,0.0005282228,0.0001331726,0.00005849914,0.003432353,0.000128676,0.000001171273,0.0002151334,0.3991874,0.0002341683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3999146,0.5949851,0.00005231133,0.000775757,0.000353098,0.00247106,0.0001325587,0.000003878723,0.001311682],"genre_scores_gemma":[0.228397,0.7713201,0.000008202669,0.00008061829,0.000008956234,0.000130401,0.00002761866,0.000005886127,0.00002121704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3978823,"threshold_uncertainty_score":0.3951033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227930311893533,"score_gpt":0.2404690710882005,"score_spread":0.2281897679692651,"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."}}