{"id":"W7133085285","doi":"","title":"Shadows of Extraction, Beacons of Resistance: 33 Communities’ Struggle for Justice in Salinas Grandes","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Cognitive reframing; Resistance (ecology); Indigenous; Narrative; Dissent; Opposition (politics); Economic Justice; Mainstream; Happening","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":[0.002498733,0.0004538647,0.0004875789,0.001367652,0.0425321,0.007518024,0.00147587,0.003171532,0.007147064],"category_scores_gemma":[0.003209879,0.0004448737,0.0002393288,0.001398767,0.02522807,0.004473085,0.009937507,0.003779255,0.000305614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115674,"about_ca_system_score_gemma":0.006112552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09647691,"about_ca_topic_score_gemma":0.2674696,"domain_scores_codex":[0.9969562,0.001586852,0.00003842783,0.0002278889,0.0003085554,0.0008821668],"domain_scores_gemma":[0.9983552,0.0007614361,0.0001472148,0.00007005787,0.0001589808,0.0005070404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003257943,0.00003671671,0.001088179,0.00005438811,0.00000415029,0.001077791,0.9710297,0.00004214488,0.0004808378,0.01496247,0.003924643,0.007266502],"study_design_scores_gemma":[0.00000590342,0.00002025841,0.002186079,0.00005235094,0.000003132665,0.00009556484,0.9527513,0.00003434767,0.0001151418,0.002029554,0.04269591,0.00001049144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143533,0.001766339,0.0004651375,0.02091178,0.0001678327,0.00005617994,0.00003325388,0.00002688278,0.0622194],"genre_scores_gemma":[0.9898003,0.0006326362,0.0001679776,0.001286837,0.00004302619,0.00003240118,0.00001328989,0.00002158497,0.008001974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09647691,"threshold_uncertainty_score":0.1918307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692093693738107,"score_gpt":0.333281334166513,"score_spread":0.3063603972291319,"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."}}