{"id":"W4221058189","doi":"10.5194/egusphere-egu22-6658","title":"Methane and Environmental Impacts of Abandoned Oil And Gas Wells in the North American Arctic-Boreal Region","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Arctic; Boreal; Climate change; Environmental science; Taiga; Permafrost; Physical geography; Ecosystem; Oceanography; Geography; Geology; Ecology; Forestry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003496197,0.0001899011,0.0001424414,0.001316115,0.0005515479,0.0006365023,0.0002954615,0.0001792577,0.0004271762],"category_scores_gemma":[0.0007452033,0.0001261224,0.0003399845,0.00239072,0.000308639,0.0002546126,0.0004960591,0.0002177227,0.00007084395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00261933,"about_ca_system_score_gemma":0.003155053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8600269,"about_ca_topic_score_gemma":0.9452142,"domain_scores_codex":[0.9997597,0.00003223872,0.00002141863,0.00004668873,0.0000780921,0.00006184036],"domain_scores_gemma":[0.9990485,0.00009238312,0.0003896276,0.00002899911,0.0002876122,0.0001527743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002665596,0.00001324362,0.9963235,0.00001829771,0.00003369577,0.00008934169,0.0002752813,0.0003099271,0.0002439113,0.00004120532,0.0003484827,0.00227648],"study_design_scores_gemma":[8.727755e-7,0.000003857133,0.9982908,0.00001527905,0.00001047878,0.0000375476,0.0008427514,0.0002521083,0.00005292223,0.000009422875,0.0004809279,0.000002937583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969676,0.0004169508,0.00006643832,0.00008110569,0.000004404573,0.000003273494,0.00184466,0.000004343124,0.0006112874],"genre_scores_gemma":[0.9973165,0.0005527228,0.0001770655,0.00002536006,0.000004191965,0.000006103508,0.001614345,0.000002119641,0.0003014516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1399731,"threshold_uncertainty_score":0.2815948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006469630314960983,"score_gpt":0.2034978629613201,"score_spread":0.1970282326463591,"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."}}