{"id":"W7121028654","doi":"10.29173/jaed563","title":"Things Are Changing: Climate Change, Afforestation, and Indigenous Economic Opportunity in Northern Saskatchewan","year":2025,"lang":"en","type":"article","venue":"Journal of Aboriginal Economic Development","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations University of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indigenous; Harm; Climate change; Wildlife; Traditional knowledge; Threatened species; Local community; Face (sociological concept)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002180868,0.0001920038,0.000550211,0.0005841058,0.001437319,0.00001828328,0.0001849643,0.0001457455,0.0001002684],"category_scores_gemma":[0.00001856221,0.0001814225,0.00004704219,0.00007288468,0.00004124449,0.0002882273,0.0001358432,0.0004623435,0.0001037287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002927004,"about_ca_system_score_gemma":0.004996429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391295,"about_ca_topic_score_gemma":0.182877,"domain_scores_codex":[0.9975356,0.00009391509,0.001143913,0.0001975187,0.00006145618,0.000967586],"domain_scores_gemma":[0.9984466,0.0001364968,0.001025386,0.0001084802,0.000132342,0.0001506594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194232,0.00004393376,0.7859002,0.0001626647,0.00009808174,0.00004086262,0.2080097,0.0000473846,0.000001010513,0.0005430641,0.000303317,0.004730332],"study_design_scores_gemma":[0.001744008,0.0001242718,0.6671603,0.0003799005,0.00003477256,0.00002705306,0.2213395,0.00004278005,0.000009920903,0.0004815161,0.1083678,0.0002881998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935481,0.0002950084,0.00002291651,0.001836188,0.00208662,0.0005290803,0.00001054471,0.00001225679,0.001659263],"genre_scores_gemma":[0.9933501,0.002031884,0.001132725,0.002275773,0.0003898513,0.0001054003,0.00000979462,0.00002506211,0.0006793442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814857,"threshold_uncertainty_score":0.9998627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479891491534289,"score_gpt":0.3429801046141686,"score_spread":0.3181811896988257,"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."}}