{"id":"W7115338086","doi":"","title":"Submission on Supplementary EIA Guidance for Assessing the Effects of Scope 3 Emissions on Climate from Offshore Oil and Gas Projects","year":2025,"lang":"en","type":"book","venue":"Edinburgh Research Explorer","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Scope (computer science); Submarine pipeline; Offshore oil and gas; Fossil fuel; Climate change; Environmental impact assessment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001295289,0.0008570959,0.001044169,0.001725854,0.0006935367,0.003117867,0.001653265,0.002352277,0.7271503],"category_scores_gemma":[0.007604981,0.0006084655,0.0007904902,0.002671232,0.0003174026,0.002307592,0.001331444,0.001592503,0.5629547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540701,"about_ca_system_score_gemma":0.002717508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068109,"about_ca_topic_score_gemma":0.02781696,"domain_scores_codex":[0.9991684,0.00008258328,0.00004534876,0.00005877942,0.0005716862,0.00007311862],"domain_scores_gemma":[0.9943514,0.001356151,0.0001397134,0.000395116,0.003374368,0.0003832442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001181948,0.00001010023,0.00002458494,0.00005621145,0.000001187252,0.000009792439,0.00000652279,0.0001030083,0.00007626967,0.0005807971,0.9865155,0.01260419],"study_design_scores_gemma":[0.00002118687,0.0000205014,0.0005249091,0.00009114615,0.00000260703,0.00002537055,0.00002322522,0.0002343524,0.0002584966,0.002456997,0.9963303,0.00001087052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008522969,0.0006757875,0.00883983,0.004626927,0.01097277,0.0007842925,0.1193638,0.005937252,0.847947],"genre_scores_gemma":[0.001173983,0.0003541216,0.00519137,0.0007382159,0.0005489639,0.0002945937,0.02800919,0.002248407,0.9614412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7271503,"threshold_uncertainty_score":0.3891869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06370405427986507,"score_gpt":0.3660904178946582,"score_spread":0.3023863636147932,"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."}}