{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001138346,0.00007301423,0.00009134417,0.00004229158,0.0001994056,0.00003530529,0.0001232485,0.00005022639,0.00003739189],"category_scores_gemma":[0.0000122371,0.00005369643,0.0000389001,0.0001321708,0.00001225662,0.00001268106,0.00002331762,0.0001306972,0.0000284534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005357179,"about_ca_system_score_gemma":0.000009408805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002459961,"about_ca_topic_score_gemma":0.000008993287,"domain_scores_codex":[0.9996083,0.00002170045,0.00009253259,0.00005980506,0.00007076842,0.0001468827],"domain_scores_gemma":[0.9998459,0.00002473834,0.00001105012,0.00008424075,0.0000142824,0.00001981264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001017002,0.00004883689,0.0002438454,0.0001291638,0.000463312,0.0000179287,0.05429118,0.07730865,0.01011321,0.008095789,0.1200398,0.7291465],"study_design_scores_gemma":[0.002109746,0.00009168601,0.1840183,0.0001490102,0.0003667449,0.000004146973,0.005258794,0.02823728,0.002477962,0.002508166,0.7739649,0.0008132831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.88823,0.0002556996,0.01312993,0.001974169,0.0005405532,0.0003936874,0.000009522019,0.0003340231,0.09513246],"genre_scores_gemma":[0.9978151,0.000006448873,0.0000310524,0.0006432909,0.0002414675,0.00001245892,0.000004737128,0.000009026146,0.00123647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7283333,"threshold_uncertainty_score":0.2189677,"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."}}