{"id":"W2230749515","doi":"10.1139/cjfr-2015-0170","title":"What does “First Nation deep roots in the forests” mean? Identification of principles and objectives for promoting forest-based development","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Mining and Resource Management","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; University of British Columbia; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs; Government of Canada","keywords":"Community forestry; Mainstream; Forestry; Autonomy; Citizen journalism; Identification (biology); Forest management; Resistance (ecology); Political science; Environmental resource management; Sociology; Geography; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003146473,0.00008468807,0.0001233532,0.0007218947,0.0001789832,0.0001453445,0.0002785039,0.00004927441,0.00000374366],"category_scores_gemma":[0.0005235866,0.00004638753,0.00003557704,0.0002274741,0.000116902,0.0002104977,0.00001306678,0.0001362885,7.122496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496948,"about_ca_system_score_gemma":0.0002721015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461663,"about_ca_topic_score_gemma":0.3621195,"domain_scores_codex":[0.9987234,0.00007871105,0.0004211599,0.0001083216,0.0003446588,0.0003237619],"domain_scores_gemma":[0.9989189,0.0004258443,0.0001048885,0.0001347401,0.0002778348,0.0001378135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104744,0.00008562547,0.7592328,0.001605486,0.0001911094,0.0000622162,0.05153013,0.07663199,0.001248514,0.005876419,0.0002384078,0.1031926],"study_design_scores_gemma":[0.001036885,0.0002004206,0.9578795,0.001394382,0.00001306783,0.00001157937,0.005871507,0.02037735,0.00385561,0.001424673,0.007775659,0.0001593128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940255,0.0005146171,0.003936218,0.0008618226,0.0001295744,0.0004346528,0.000002539874,0.000004353775,0.00009071825],"genre_scores_gemma":[0.9994345,0.00004353871,0.0003369083,0.00000367722,0.00005186449,0.00004971066,0.000001914592,0.00001576056,0.00006210755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3618733,"threshold_uncertainty_score":0.6495202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409942020987809,"score_gpt":0.2758512565569453,"score_spread":0.2317518363470672,"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."}}