{"id":"W4403122560","doi":"10.1525/elementa.2024.00025","title":"Methane emission rate estimates of offshore oil platforms in Newfoundland and Labrador, Canada","year":2024,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; St. Francis Xavier University; Memorial University of Newfoundland","funders":"","keywords":"Submarine pipeline; Methane; Oceanography; Methane emissions; Environmental science; Petroleum engineering; Geology; Chemistry; Greenhouse gas","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004565875,0.0001190817,0.0001498614,0.00001314664,0.0001096704,0.00001674039,0.0003958981,0.00002329451,0.0005050682],"category_scores_gemma":[0.00002723427,0.00007522778,0.00002372893,0.0005920641,0.001676696,0.0002887327,0.0004634079,0.00008575149,0.000001510253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698609,"about_ca_system_score_gemma":0.0001133442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3468837,"about_ca_topic_score_gemma":0.1160235,"domain_scores_codex":[0.9987332,0.00001083108,0.0002490008,0.0002788165,0.0004668807,0.0002612847],"domain_scores_gemma":[0.9995918,0.00003816248,0.00007814347,0.0002141707,0.00000308461,0.00007469931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002169811,0.00007090033,0.8427931,0.00007534307,0.00001101541,0.000009653297,0.000400953,0.007017062,0.10481,0.0001910728,0.0003160822,0.04428311],"study_design_scores_gemma":[0.000577386,0.0001602918,0.7703046,0.000316234,0.00003917511,0.0000253188,0.001552096,0.09364034,0.1299735,0.002177835,0.000863226,0.0003700638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998108,0.0002507078,0.0000710232,0.0004270257,0.0001967457,0.0000678214,0.000007694329,0.000005507391,0.0008654713],"genre_scores_gemma":[0.9971823,0.0002702803,0.002212257,0.00005350879,0.000005511213,0.000002014127,0.000001373861,0.0000076514,0.0002651833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2308602,"threshold_uncertainty_score":0.9001068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005729093119881065,"score_gpt":0.2305854325557408,"score_spread":0.2248563394358598,"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."}}