{"id":"W4409553486","doi":"10.33002/jelp050106","title":"Gas Flaring in Nigeria’s Niger Delta: Legal Challenges and Lessons from Norway’s Regulatory Framework","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Law & Policy","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Niger delta; Delta; Environmental planning; Environmental protection; Political science; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002110537,0.0002995522,0.0005040119,0.0001999385,0.0001219443,0.00005595391,0.0002706545,0.0002519365,0.0002295448],"category_scores_gemma":[0.00002970866,0.0002902093,0.0001549472,0.00007055118,0.0003441128,0.0004329805,0.0002258242,0.0005265437,0.00004508174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567393,"about_ca_system_score_gemma":0.00002770386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001023,"about_ca_topic_score_gemma":0.00226052,"domain_scores_codex":[0.9982232,0.0001215148,0.000608721,0.0003149416,0.0003267126,0.0004049233],"domain_scores_gemma":[0.9991286,0.0001297201,0.0002312903,0.0003219415,0.00000306042,0.0001853985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008781728,0.002264287,0.04267998,0.0001433836,0.00107346,0.0007914543,0.01624699,0.002856617,0.1486104,0.5284187,0.0005404911,0.2554961],"study_design_scores_gemma":[0.002354479,0.0002900083,0.7634589,0.0006671872,0.0001229452,0.00009596856,0.005451989,0.0000325298,0.01692226,0.06290212,0.1469635,0.0007381198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665378,0.01311452,0.00001353291,0.003497335,0.0002784235,0.00006896399,0.00002155254,0.00001145384,0.01645639],"genre_scores_gemma":[0.9853808,0.01124442,0.001111289,0.000938574,0.0006105829,0.000004572335,0.000005753401,0.00004005148,0.0006639141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7207789,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187829932681289,"score_gpt":0.2544010946585173,"score_spread":0.2425227953317044,"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."}}