{"id":"W4415991592","doi":"10.3390/mining5040072","title":"Society and Mining: Reimagining Legitimacy in Times of Crisis—The Case of Panama","year":2025,"lang":"en","type":"article","venue":"Mining","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Legitimacy; Government (linguistics); Interdependence; Stakeholder engagement; Stakeholder; License; Civil society; Indigenous","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005614334,0.0003164815,0.0003766573,0.001875754,0.01816803,0.008477228,0.001099638,0.004067935,0.00337169],"category_scores_gemma":[0.009244444,0.0003893811,0.0002085537,0.002355016,0.03396058,0.01164989,0.01099638,0.003711205,0.0001394543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005531877,"about_ca_system_score_gemma":0.004278298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273281,"about_ca_topic_score_gemma":0.02332035,"domain_scores_codex":[0.9959285,0.002751573,0.0001029454,0.0002987122,0.0003341109,0.0005842175],"domain_scores_gemma":[0.994514,0.00386315,0.0006159813,0.0003501486,0.0002797262,0.000377003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005583457,0.00004101355,0.006483271,0.0001776297,0.00001053005,0.005998716,0.737475,0.0002911592,0.001003975,0.2208825,0.00177659,0.02580385],"study_design_scores_gemma":[0.00001296101,0.00008502445,0.009060686,0.000428628,0.00001516385,0.001866169,0.7871912,0.0006597937,0.0007193704,0.07095635,0.1289675,0.00003723487],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8536933,0.002840905,0.005178662,0.03420395,0.0001396293,0.00007790382,0.0000250568,0.00003285742,0.1038077],"genre_scores_gemma":[0.9968802,0.0003692507,0.0006056112,0.0003661952,0.00001787849,0.00002464058,0.000006702377,0.000009606334,0.001719891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816803,"threshold_uncertainty_score":0.04013675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009226210713323541,"score_gpt":0.232182263628704,"score_spread":0.2229560529153804,"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."}}