{"id":"W4389981758","doi":"10.3390/land13010006","title":"Assessing the Cumulative Impacts of Forest Management on Forest Age Structure Development and Woodland Caribou Habitat in Boreal Landscapes: A Case Study from Two Canadian Provinces","year":2023,"lang":"en","type":"article","venue":"Land","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; University of Toronto","funders":"","keywords":"Woodland caribou; Geography; Woodland; Taiga; Forest management; Habitat; Threatened species; Logging; Population; Forestry; Ecology; Cumulative effects; Biome; Boreal; Ecosystem; Biology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001799508,0.00008813446,0.00009988393,0.00004670973,0.00016296,0.00004423172,0.00007371348,0.00003245216,0.00001203158],"category_scores_gemma":[0.00001453045,0.00005780172,0.000007851263,0.0001736865,0.00004617148,0.0001131241,0.00006216022,0.00007894037,0.000003133159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103117,"about_ca_system_score_gemma":0.00003378703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5021989,"about_ca_topic_score_gemma":0.9977852,"domain_scores_codex":[0.9993438,0.00005911231,0.000131464,0.0001769325,0.0001129244,0.0001757878],"domain_scores_gemma":[0.9996729,0.0001155718,0.00005039613,0.0001013492,0.000002935563,0.00005684633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001269579,0.00001699597,0.9910285,0.000004555611,0.00002212893,0.00101501,0.004516859,0.002163904,6.624575e-7,0.00001034065,0.00004331682,0.001165069],"study_design_scores_gemma":[0.0006306219,0.00005139311,0.9937993,0.0000184935,0.00001335806,0.000009377631,0.003898606,0.001123742,0.000001849053,0.0003197859,0.00006284796,0.00007065903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990057,0.000007378785,0.000001160306,0.0001661593,0.00003541604,0.000414202,0.00002144863,0.000008068659,0.0003405127],"genre_scores_gemma":[0.9997419,0.000001352398,0.00007488803,0.00008246917,0.00001248115,0.00001813481,0.00004733715,0.000005002767,0.00001643037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4955862,"threshold_uncertainty_score":0.501116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565015681760358,"score_gpt":0.2668924877646785,"score_spread":0.2512423309470749,"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."}}