{"id":"W4281979367","doi":"10.1002/jwmg.22235","title":"Climate change and range restriction of common salamanders in eastern Canada and the United States","year":2022,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salamander; Ecology; Range (aeronautics); Climate change; Biodiversity; Amphibian; Biology; Habitat; Geography; Population; Species distribution; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000297754,0.0001662611,0.0001139212,0.0006116965,0.0005964635,0.0007089667,0.0004206492,0.0002193626,0.001103488],"category_scores_gemma":[0.0008847467,0.0001033655,0.0002907928,0.0008304992,0.0004267641,0.0002387312,0.0003544333,0.0002354712,0.00006627354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006909113,"about_ca_system_score_gemma":0.003648872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9571442,"about_ca_topic_score_gemma":0.9785159,"domain_scores_codex":[0.9998852,0.00001220706,0.000005587754,0.00002703078,0.00003534319,0.00003458972],"domain_scores_gemma":[0.9995067,0.00006341664,0.0001033743,0.00002164179,0.0002263301,0.00007846967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000283976,0.000008606741,0.990146,0.00001058549,0.0000503829,0.00005459507,0.00009930129,0.006690455,0.0002420352,0.0001763879,0.0003806949,0.00211262],"study_design_scores_gemma":[0.00000605047,0.000008800889,0.9805561,0.0000171823,0.00002304416,0.00004631699,0.0006190263,0.01730418,0.0001702428,0.0001625627,0.001077073,0.000009458568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977493,0.0001344649,0.0001117106,0.00008706142,0.000003843656,0.000003916798,0.001062033,0.00001047786,0.0008372063],"genre_scores_gemma":[0.99931,0.00006458044,0.00008069784,0.00001257003,0.000001096724,0.000001551922,0.0003879576,0.000001457035,0.0001401106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0428558,"threshold_uncertainty_score":0.08621633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347688082646623,"score_gpt":0.2232995933516768,"score_spread":0.1998227125252106,"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."}}