{"id":"W6931794022","doi":"10.5683/sp3/yjbp0e","title":"Replication Data for: Methane venting from uncontrolled production storage tanks at conventional oil wells – Temporal variability, root causes, and implications for measurement","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Methane; Storage tank; Replication (statistics); Fossil fuel; Oil well; Oil production; Methane emissions; Production (economics)","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":[],"consensus_categories":[],"category_scores_codex":[0.003957424,0.002004203,0.001798069,0.002700769,0.001189712,0.002658997,0.004000721,0.002735137,0.07611074],"category_scores_gemma":[0.01760809,0.0009213173,0.001812578,0.006732182,0.0006785302,0.001229757,0.001863159,0.001628481,0.05024995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238868,"about_ca_system_score_gemma":0.003534572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03514573,"about_ca_topic_score_gemma":0.06035748,"domain_scores_codex":[0.9974493,0.0004958456,0.0004079588,0.0009165569,0.0004796951,0.0002505911],"domain_scores_gemma":[0.9900542,0.003398102,0.001148252,0.00314616,0.001752409,0.0005008288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003706079,0.00004913571,0.004133048,0.00258007,0.0003429573,0.00005747248,0.00007354033,0.0006136952,0.0005839372,0.000580632,0.9875562,0.003058782],"study_design_scores_gemma":[0.002150722,0.00005719972,0.02559621,0.0008731483,0.0003536321,0.0001019204,0.0001536005,0.0006965888,0.001189927,0.002338832,0.9663771,0.0001112267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001937064,0.0000401876,0.00005762111,0.000031307,0.0000123422,0.000008151947,0.9992907,0.0001543099,0.0002116287],"genre_scores_gemma":[0.001104331,0.00003100336,0.0003584443,0.00003880528,0.000005696648,0.0001001255,0.9978799,0.00008468426,0.0003971362],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07611074,"threshold_uncertainty_score":0.2546158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06505023141240261,"score_gpt":0.3101248318043291,"score_spread":0.2450746003919265,"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."}}