{"id":"W4415768884","doi":"10.1139/er-2025-0182","title":"Northern development and Rangifer risks: a review of the impacts of resource extraction for caribou and reindeer","year":2025,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Newfoundland and Labrador; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Weston Family Foundation","keywords":"Resource (disambiguation); Habitat; Natural resource; Population; Climate change; Boreal; Woodland caribou; Vital rates; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120716,0.00009101578,0.0003740949,0.00001764242,0.0006227297,6.636712e-7,0.00005575423,0.00006108801,0.00003571869],"category_scores_gemma":[0.0001895848,0.00005582062,0.000059389,0.00004371297,0.00006732467,0.00001839932,0.0001382718,0.0001203257,0.000005259054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535646,"about_ca_system_score_gemma":0.00005908098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128439,"about_ca_topic_score_gemma":0.001439479,"domain_scores_codex":[0.9988409,0.0002133443,0.0005406353,0.0001298297,0.00006370594,0.0002115697],"domain_scores_gemma":[0.9993064,0.0001685898,0.000330791,0.0001646328,0.000004742195,0.00002485977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001669197,0.0002461875,0.5712497,0.04480169,0.0002769521,7.08195e-7,0.03343656,4.582534e-7,0.002581242,0.0001601939,0.01502674,0.3320527],"study_design_scores_gemma":[0.0003134206,0.00003313205,0.1320305,0.003700664,0.00008020913,7.853747e-7,0.00140803,7.567513e-7,0.0001820722,0.00001337781,0.8621861,0.00005091264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5709552,0.4213856,0.00006825748,0.001088438,0.0001499525,0.00454192,0.00002216977,0.000003699573,0.001784798],"genre_scores_gemma":[0.3610721,0.6298755,0.0009629743,0.004391971,0.00005532677,0.000927082,0.00002980409,0.00002323724,0.002662071],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8471594,"threshold_uncertainty_score":0.4789596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462834708467819,"score_gpt":0.387671770162564,"score_spread":0.3430434230778858,"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."}}