{"id":"W7128592306","doi":"10.69894/20230213","title":"Going, going … green","year":2023,"lang":"en","type":"article","venue":"Oil IT Journal.","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Sustainability; Midstream; Fossil fuel; Resilience (materials science); Audit; Petroleum industry; Liquefied natural gas; Emissions trading; Climate change","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001026005,0.0006511158,0.000310519,0.0009826644,0.002977815,0.006790087,0.0007147797,0.002489511,0.3563047],"category_scores_gemma":[0.002359472,0.0002913256,0.000470918,0.0008343263,0.0008949093,0.005000386,0.004005976,0.004228635,0.2184435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892064,"about_ca_system_score_gemma":0.006258178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197457,"about_ca_topic_score_gemma":0.02809179,"domain_scores_codex":[0.9988631,0.00009921451,0.00002617795,0.0001458214,0.0005417345,0.0003238881],"domain_scores_gemma":[0.9985153,0.00006931554,0.00003416722,0.0001065445,0.0004604291,0.0008142531],"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":[0.000006047859,0.00001763962,0.00008396409,0.00002298015,9.338195e-7,0.00001535841,0.00005504609,0.000008390762,0.00007513547,0.006579609,0.9551008,0.03803423],"study_design_scores_gemma":[7.354621e-7,0.00000248708,0.0001317252,0.00001886963,3.465057e-7,0.00001162921,0.00007263505,0.000003003458,0.00001863994,0.0004490905,0.9992895,0.000001160209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000791552,0.003290268,0.0006885274,0.06111471,0.01056236,0.00007252659,0.001630275,0.000631235,0.9212185],"genre_scores_gemma":[0.003259721,0.00194036,0.000601602,0.01203178,0.0004087258,0.00002698167,0.0008372876,0.0002180326,0.9806756],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3563047,"threshold_uncertainty_score":0.9181533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349205676569685,"score_gpt":0.2538230393939928,"score_spread":0.2303309826282959,"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."}}