{"id":"W4414144924","doi":"10.5206/sc.v13i1.23023","title":"Indigenous Led Opposition to Pipeline Infrastructure","year":2025,"lang":"en","type":"article","venue":"The Social Contract","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Opposition (politics); Sovereignty; Indigenous rights; CONTEST; Treaty; Corporate governance; Environmental governance; Colonialism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957523,0.0002226714,0.0001828885,0.00120497,0.02177834,0.005636093,0.001495461,0.001601879,0.009038814],"category_scores_gemma":[0.004398306,0.0002213484,0.0003178656,0.001486217,0.01021289,0.0009946669,0.005395636,0.003606917,0.000354544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05423883,"about_ca_system_score_gemma":0.07805816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9413943,"about_ca_topic_score_gemma":0.9743552,"domain_scores_codex":[0.9944643,0.0004218099,0.00006150296,0.0003721501,0.001746146,0.002934025],"domain_scores_gemma":[0.9973334,0.0005487577,0.0001313237,0.0001348329,0.001060341,0.0007912231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000099438,0.0001048088,0.01873902,0.0001657788,0.00004655057,0.004078961,0.1734907,0.001375734,0.004108223,0.7102897,0.03421802,0.05328308],"study_design_scores_gemma":[0.00002440415,0.00006266193,0.03569255,0.0001706985,0.0000503657,0.0006707778,0.1188268,0.001457307,0.002419288,0.0180376,0.8224834,0.0001041096],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.379005,0.0003679654,0.001520641,0.01610372,0.0001282774,0.00008096542,0.0001193767,0.00006772803,0.6026063],"genre_scores_gemma":[0.9034666,0.0002729627,0.0003373738,0.001947666,0.00001468959,0.00001989636,0.00003032109,0.00002444528,0.09388604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05860573,"threshold_uncertainty_score":0.3935321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004529587559013021,"score_gpt":0.2335026790103546,"score_spread":0.2289730914513415,"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."}}