{"id":"W1976249548","doi":"10.2118/2001-059","title":"Formation Heat Treatment Process by Combustion of Gases Around the Wellbore","year":2001,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wellbore; Petroleum engineering; Process (computing); Combustion; Environmental science; Geology; Nuclear engineering; Process engineering; Waste management; Computer science; Engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006447109,0.0001541673,0.0001570277,0.0001289479,0.0001663337,0.000120129,0.0003759625,0.00006758657,0.001057797],"category_scores_gemma":[0.00004455339,0.0001200033,0.00007938483,0.000114199,0.00009670023,0.0002343913,0.000009884466,0.0001043198,0.00002154009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439126,"about_ca_system_score_gemma":0.0003430942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.023969,"about_ca_topic_score_gemma":0.04063948,"domain_scores_codex":[0.9990162,0.00001403452,0.000267267,0.0001969816,0.0002782077,0.0002273697],"domain_scores_gemma":[0.9992346,0.00004222353,0.0001200638,0.0001925867,0.0002552622,0.0001552472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009579059,0.001932165,0.4678507,0.0008725194,0.003123891,0.0002770536,0.00735406,0.0729192,0.2241454,0.01450667,0.03563624,0.1704242],"study_design_scores_gemma":[0.003017401,0.0002041617,0.001763906,0.0006684983,0.0003753036,0.0002613832,0.007758926,0.3947939,0.09889183,0.00135015,0.489846,0.001068506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280927,0.0001871547,0.0003399987,0.003121818,0.00007206449,0.00001074638,0.0002487793,0.00002662141,0.06790011],"genre_scores_gemma":[0.9889559,0.0001874399,0.000008646089,0.0001181019,0.0001099772,0.00003097885,0.0004742548,0.000009936147,0.01010479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4660868,"threshold_uncertainty_score":0.9998554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770000152331331,"score_gpt":0.2499025839238072,"score_spread":0.2322025824004939,"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."}}