{"id":"W2138054633","doi":"10.1093/forestry/cpm014","title":"Socio-economic status of boreal communities in Canada","year":2007,"lang":"en","type":"article","venue":"Forestry An International Journal of Forest Research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; Natural Resources Canada; Agriculture and Agri-Food Canada; Rural Sociological Society; U.S. Forest Service; Concordia University; University of Montana","keywords":"Boreal; Taiga; Context (archaeology); Geography; Census; Forest industry; Fishing; Natural resource economics; Ecology; Economics; Forestry; Demography; Sociology; Population; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911315,0.0001731673,0.0002617857,0.00202028,0.003261942,0.001397001,0.000589213,0.0001788161,0.00186988],"category_scores_gemma":[0.001406131,0.0001428659,0.0002602564,0.003348366,0.0007356839,0.0003824603,0.001100736,0.0003543835,0.000148538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457612,"about_ca_system_score_gemma":0.01683423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948605,"about_ca_topic_score_gemma":0.9982961,"domain_scores_codex":[0.9995165,0.00003117174,0.00002177159,0.00006319328,0.000163896,0.0002034483],"domain_scores_gemma":[0.9984126,0.00007348504,0.0002362369,0.0000342614,0.0006380942,0.0006053382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005988105,0.0000530325,0.9857026,0.00003191235,0.00003095563,0.0001150993,0.003115603,0.0001349698,0.000272687,0.0003393908,0.001240031,0.008903785],"study_design_scores_gemma":[0.000002066459,0.000008305962,0.9963009,0.00001587892,0.000004449709,0.00002426294,0.002729811,0.00008165537,0.00002107973,0.00002542774,0.0007792702,0.000006922962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937193,0.0003983966,0.00003466478,0.0001830108,0.000004637485,0.00002051178,0.002459141,0.000004566336,0.003175681],"genre_scores_gemma":[0.9975389,0.0003801179,0.00009418782,0.00003841371,0.000001886398,0.000008247608,0.00120986,0.000002054206,0.0007263612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457612,"threshold_uncertainty_score":0.1057577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449170511630196,"score_gpt":0.3597775088811916,"score_spread":0.3152858037648896,"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."}}