{"id":"W4307662222","doi":"10.2118/210815-ms","title":"SPECTRA: A Portal to Combine and Harness the Best Satellite Methane Emissions Data Available to Guide Operators on Their Decarbonization Journey","year":2022,"lang":"en","type":"article","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GHGSat (Canada)","funders":"","keywords":"Methane; Suite; Computer science; Situation awareness; Methane emissions; Analytics; Satellite; Remote sensing; Environmental science; Atmospheric methane; Data analysis; Data science; Database; Data mining; Engineering; Geology","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":[0.002404845,0.0009907783,0.0005110964,0.003309268,0.0005145099,0.003015731,0.0008268184,0.0007247335,0.03070018],"category_scores_gemma":[0.005553561,0.0005049143,0.0004513309,0.002764935,0.0003958726,0.004264546,0.003917165,0.001334451,0.01706577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557508,"about_ca_system_score_gemma":0.001194995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132391,"about_ca_topic_score_gemma":0.003988333,"domain_scores_codex":[0.9993069,0.0001553232,0.00006546392,0.0001092784,0.0002912716,0.00007174025],"domain_scores_gemma":[0.9969218,0.001031387,0.0003471878,0.0006495713,0.0006209702,0.0004290727],"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":[0.0008918407,0.0004004654,0.0188318,0.0005505339,0.0001376121,0.0005943784,0.001725734,0.01203602,0.009705557,0.02164145,0.7162313,0.2172534],"study_design_scores_gemma":[0.0002923893,0.0002123236,0.01406081,0.0003138524,0.00004187747,0.0002983209,0.00217347,0.05460282,0.01139451,0.04021972,0.8761958,0.0001939745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.03622264,0.0006411806,0.2483287,0.005015247,0.0005967263,0.0006784803,0.2085353,0.4309619,0.06901982],"genre_scores_gemma":[0.2454842,0.001487171,0.3395239,0.001720612,0.0004955617,0.001011902,0.3307301,0.04821254,0.03133388],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.03070018,"threshold_uncertainty_score":0.1027023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327305588843485,"score_gpt":0.246705053000213,"score_spread":0.2234319971117782,"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."}}