{"id":"W4407964906","doi":"10.1016/j.exis.2025.101630","title":"Addressing the legacy of past mining in the Garden River First Nation Community: Perspectives and pathways to improve community engagement","year":2025,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; Natural Resources Canada","funders":"Canadian Forest Service; Natural Resources Canada","keywords":"Community engagement; Sociology; Community organizing; Environmental ethics; Environmental planning; Political science; Geography; Public relations","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":[0.005397391,0.0000910837,0.000121417,0.00002643722,0.01919963,0.0001677329,0.0003281636,0.00011004,0.000005600452],"category_scores_gemma":[0.00009526003,0.00004877066,0.00003601267,0.0003109463,0.001140852,0.0002140124,0.00002377045,0.001111581,2.065705e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648952,"about_ca_system_score_gemma":0.001139508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1183906,"about_ca_topic_score_gemma":0.1596482,"domain_scores_codex":[0.9969814,0.002372958,0.0001614468,0.00009007718,0.0001927498,0.0002013284],"domain_scores_gemma":[0.9967351,0.002720021,0.0001214116,0.0002259988,0.0001696128,0.00002783324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001027364,0.0001093264,0.0007389812,0.00001681945,0.00002977442,6.553613e-8,0.971633,0.000002979404,0.000007264859,0.02498453,0.000504069,0.0019629],"study_design_scores_gemma":[0.0001354521,0.00004226058,0.03702229,0.00006276178,0.00002072681,2.733041e-7,0.9170933,0.000008615088,0.00004823957,0.001052316,0.04445965,0.00005412522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629402,0.0003207876,0.00003618922,0.007377163,0.000125167,0.0006921733,0.00001086048,0.000009011535,0.02848842],"genre_scores_gemma":[0.9976921,0.001404506,0.00004982199,0.0002216812,0.0001358168,0.00001345847,0.00000243638,0.000003687534,0.000476504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05453973,"threshold_uncertainty_score":0.9820772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532777533894314,"score_gpt":0.3520017610180348,"score_spread":0.1987240076286033,"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."}}