{"id":"W6959298164","doi":"10.1021/acs.estlett.4c00453.s002","title":"Catalytic Heaters\\nat Oil and Gas Sites May be a Significant\\nyet Overlooked Seasonal Source of Methane Emissions","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methane; Methane emissions; Natural gas; Fossil fuel; Methane gas; Upstream (networking); Oil and natural gas","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0001914058,0.0002394002,0.0002508125,0.0004560611,0.001021829,0.0009420193,0.0003814892,0.0002409753,0.00223995],"category_scores_gemma":[0.0003187034,0.0002027085,0.0001498618,0.0005498976,0.0004163796,0.000350451,0.0002829544,0.0002431679,0.0003616757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897107,"about_ca_system_score_gemma":0.001706816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3071153,"about_ca_topic_score_gemma":0.7718586,"domain_scores_codex":[0.9997631,0.00001418252,0.000007455068,0.00007301877,0.00007892673,0.00006327497],"domain_scores_gemma":[0.9998074,0.00003514838,0.00004101151,0.0000173417,0.0000824265,0.00001659713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002127321,0.00006660843,0.8294647,0.0002564194,0.0001002302,0.0002865857,0.001478591,0.001325661,0.09344967,0.0005050832,0.00101771,0.07183608],"study_design_scores_gemma":[0.000003075155,0.00004590196,0.9708241,0.0000390235,0.00002709696,0.00008714801,0.002248022,0.0012227,0.01869387,0.000125278,0.006668886,0.00001493585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9883702,0.0001919173,0.001526487,0.00006295068,0.00001458644,0.00002746437,0.0005526063,0.00005070096,0.009203007],"genre_scores_gemma":[0.9947312,0.0002314924,0.001110375,0.00003161111,0.000003311017,0.000009661857,0.0003512892,0.00001791685,0.00351322],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3071153,"threshold_uncertainty_score":0.6106553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373004996388058,"score_gpt":0.2437430766354412,"score_spread":0.2064425769966354,"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."}}