{"id":"W2057129598","doi":"10.1080/00908310390424160","title":"No-Flare Design: Converting Waste to Value Addition","year":2005,"lang":"en","type":"article","venue":"Energy Sources","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Flare; Waste management; Associated petroleum gas; Process (computing); Production (economics); Engineering; Process engineering; Environmental science; Natural gas; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001087591,0.0002023734,0.0001867465,0.00007186543,0.0001820527,0.00004952349,0.0001893886,0.00009822336,0.001777932],"category_scores_gemma":[0.0000372058,0.000194514,0.00007726309,0.00009914911,0.00005056049,0.0001992007,0.00007673534,0.00007372944,0.001566753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008256868,"about_ca_system_score_gemma":0.000006558385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192792,"about_ca_topic_score_gemma":0.0003037034,"domain_scores_codex":[0.9987602,0.00009823285,0.000232988,0.0003126509,0.0002410672,0.0003548702],"domain_scores_gemma":[0.9994481,0.0000734802,0.0000679403,0.0002352492,0.00001515957,0.0001601309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001441962,0.000197994,0.0004567097,0.00002364939,0.0001300465,0.00002751013,0.004545217,0.7612681,0.03989029,0.008110739,0.02367814,0.1615274],"study_design_scores_gemma":[0.000284066,0.0001163556,0.0002016147,0.00004331763,0.00001855368,0.000004409112,0.000616066,0.004745582,0.1703335,0.000243577,0.8230836,0.000309338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011797,0.001245248,0.004612728,0.0009395944,0.000614458,0.0001164884,0.00001624207,0.0004484129,0.09082711],"genre_scores_gemma":[0.9687811,0.00006219161,0.004252567,0.001859179,0.001544115,0.0000356557,0.00005325694,0.00005077774,0.0233612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7994055,"threshold_uncertainty_score":0.9992107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194229157901625,"score_gpt":0.2057312008309153,"score_spread":0.1937889092518991,"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."}}