{"id":"W2890551409","doi":"10.29173/alr1368","title":"Environmental Protection and Oil and Gas Production in the Nova Scotia Offshore: A Guidelines Approach to Operational Discharges","year":2002,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Statutory law; Submarine pipeline; Petroleum industry; Petroleum; On board; Production (economics); Offshore oil and gas; Energy law; Business; Environmental science; Environmental protection; Natural resource economics; Engineering; Political science; Law; Oceanography; Economics; Environmental engineering; Environmental law; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001654463,0.0002409567,0.0002042756,0.002811309,0.004035125,0.006122392,0.0009798248,0.002220523,0.001594276],"category_scores_gemma":[0.005928613,0.0003268353,0.0002386903,0.002406037,0.006559242,0.000954507,0.001599079,0.002092064,0.000146927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03254804,"about_ca_system_score_gemma":0.05743953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9107012,"about_ca_topic_score_gemma":0.9603523,"domain_scores_codex":[0.9970285,0.0006382177,0.0001782382,0.000211056,0.001341103,0.0006028204],"domain_scores_gemma":[0.9953166,0.001583029,0.0005169071,0.0001423008,0.002194714,0.0002464461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000311705,0.00006417754,0.02085594,0.0005424286,0.00002809705,0.002147945,0.007254463,0.008852853,0.001552969,0.8709613,0.03068607,0.05702257],"study_design_scores_gemma":[0.00005039326,0.0001259735,0.1044977,0.002101108,0.00007808843,0.0007328936,0.01748421,0.00298478,0.001703198,0.09164909,0.7784508,0.0001418396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1395752,0.03618973,0.01158183,0.09081262,0.0007514376,0.0003369863,0.0006426932,0.00005292181,0.7200567],"genre_scores_gemma":[0.8671637,0.02581507,0.005250441,0.01234258,0.0002046889,0.0001250359,0.0002119115,0.00002536648,0.08886121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08929878,"threshold_uncertainty_score":0.2361537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757602610620402,"score_gpt":0.2258654200412856,"score_spread":0.1982893939350816,"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."}}