{"id":"W4205645025","doi":"10.14430/arctic73828","title":"Evaluating Potential Impacts of Proposed Industrial Access Road Routes on Wilderness Character in Gates of the Arctic National Park and Preserve, Alaska","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Park Service; University of Montana","keywords":"Wilderness; Wilderness area; National park; Arctic; Geography; Corporation; State (computer science); National Environmental Policy Act; Environmental resource management; Environmental protection; Archaeology; Environmental impact assessment; Ecology; Political science; Environmental science; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001359903,0.0003800869,0.0001970429,0.0009607854,0.0006609748,0.001476174,0.0005894722,0.0003651915,0.002095567],"category_scores_gemma":[0.004623135,0.0001537136,0.0005484492,0.001266201,0.0006813019,0.0009868935,0.0009839071,0.0004358939,0.000114474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693481,"about_ca_system_score_gemma":0.001802061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09571426,"about_ca_topic_score_gemma":0.2687477,"domain_scores_codex":[0.9989622,0.0003790752,0.00004762108,0.0001023479,0.0003580038,0.0001508451],"domain_scores_gemma":[0.9978517,0.0008713793,0.0003787452,0.0001210174,0.0005559946,0.000221214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002507426,0.0006939019,0.8296228,0.0001289775,0.0002396464,0.0008937941,0.001871833,0.1259423,0.001847211,0.00485172,0.0006082096,0.03304891],"study_design_scores_gemma":[0.00002585685,0.001429626,0.8672562,0.0000757348,0.0002749754,0.0001680157,0.02093673,0.1019719,0.002057848,0.00216831,0.003584797,0.0000499382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960803,0.00002096499,0.0006133009,0.00002068005,0.000002306854,0.00003635642,0.0001559072,0.000006565507,0.003063697],"genre_scores_gemma":[0.997856,0.00005994913,0.001164748,0.000004709904,0.00000116649,0.0000247414,0.0002433176,0.000002061295,0.0006432763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09571426,"threshold_uncertainty_score":0.1903143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248919954773196,"score_gpt":0.4243612501926061,"score_spread":0.2994692547152865,"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."}}