{"id":"W2612510187","doi":"","title":"Perspectives on the Social, Economic and Environmental Impacts of All-season Roads in Two Remote First Nation Communities in Northern Ontario","year":2016,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Environmental resource management; Environmental science","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":[0.0006913814,0.0002732685,0.0003567243,0.000545768,0.03169416,0.003675635,0.001044384,0.001091085,0.005568169],"category_scores_gemma":[0.0009816852,0.0002714456,0.0002260817,0.001106565,0.005657824,0.00118704,0.003132694,0.00174427,0.0002234051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03552094,"about_ca_system_score_gemma":0.03024256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9704055,"about_ca_topic_score_gemma":0.994459,"domain_scores_codex":[0.9989448,0.0002596906,0.0000172125,0.00007554984,0.0001494585,0.0005533006],"domain_scores_gemma":[0.9988624,0.0001957045,0.000117505,0.00003144535,0.0001907097,0.000602156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000381253,0.00005318784,0.02142924,0.00008878647,0.000007731147,0.004129313,0.9624236,0.0000878389,0.001157137,0.002894938,0.002441194,0.005248921],"study_design_scores_gemma":[0.000002630309,0.00001662175,0.0180423,0.0000521473,0.000005657209,0.0001958141,0.9671195,0.00004138419,0.00007616677,0.0001577746,0.01427691,0.0000129497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732262,0.0003252591,0.00007379326,0.003153036,0.00002286252,0.00003041755,0.00005436277,0.000004270091,0.0231097],"genre_scores_gemma":[0.9847391,0.0006307526,0.0001139835,0.0005370147,0.000006200671,0.00002425069,0.00002687096,0.000006385396,0.01391541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03552094,"threshold_uncertainty_score":0.2577237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495869324585179,"score_gpt":0.3111197483902798,"score_spread":0.266161055144428,"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."}}