{"id":"W4415370704","doi":"10.14430/arctic82176","title":"Range Dynamics of Barren-Ground Caribou Implied by Historical Population Cycles and Logistic Growth","year":2025,"lang":"","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Population; Population growth; Annual cycle; Logistic function; Census; Overgrazing; Vital rates; Grazing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003539218,0.00010054,0.0001169611,0.0005884116,0.0003952374,0.0004661466,0.0002827802,0.0001466364,0.0006711099],"category_scores_gemma":[0.003218041,0.0001642937,0.0001310076,0.0004766656,0.0007405921,0.0003108075,0.0003072892,0.0001645302,0.00007301945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730893,"about_ca_system_score_gemma":0.0007793873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3019017,"about_ca_topic_score_gemma":0.4320012,"domain_scores_codex":[0.9999059,0.00002238871,0.000005168153,0.0000220139,0.00001938434,0.00002509481],"domain_scores_gemma":[0.9991691,0.000210505,0.0002724683,0.00006212293,0.0001707666,0.000114998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003804662,0.000007890696,0.9915807,0.000004947148,0.00001459026,0.00007000793,0.0004737604,0.003696565,0.001209479,0.0003036784,0.00003533958,0.002564987],"study_design_scores_gemma":[0.000004062201,0.00002403606,0.982115,0.000004119849,0.00001157251,0.00007972105,0.0004411554,0.01660033,0.0001449458,0.0003011488,0.0002659668,0.000007797214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997039,0.00001641208,0.00009450151,0.000008825396,1.558812e-7,9.129242e-7,0.00001560416,0.000001486833,0.0001581602],"genre_scores_gemma":[0.9998075,0.00001574535,0.00007455234,0.000002029294,3.395052e-7,0.000001121485,0.0000408021,7.405072e-7,0.00005709833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3019017,"threshold_uncertainty_score":0.6002889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289868656529062,"score_gpt":0.3354726238438955,"score_spread":0.3025739372786049,"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."}}