{"id":"W3189800022","doi":"10.15530/urtec-2021-5247","title":"Well Performance Management: Case study for Montney","year":2021,"lang":"en","type":"article","venue":"Proceedings of the 9th Unconventional Resources Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006760583,0.0004763011,0.0002408692,0.001029689,0.007845211,0.002229914,0.001211993,0.001952142,0.009894438],"category_scores_gemma":[0.001443319,0.0002054131,0.0003121351,0.001228554,0.001290962,0.001235514,0.001452381,0.001352747,0.0009135838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004979403,"about_ca_system_score_gemma":0.005879658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1436985,"about_ca_topic_score_gemma":0.5323393,"domain_scores_codex":[0.9992828,0.0001581307,0.00001917437,0.00007675558,0.0002357482,0.0002274282],"domain_scores_gemma":[0.9987628,0.0002945375,0.00008631371,0.00006732884,0.0002659415,0.0005229879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002191592,0.01083405,0.1049781,0.0007384953,0.0001971761,0.1724925,0.08359373,0.02522649,0.0571494,0.06111897,0.09031088,0.3911686],"study_design_scores_gemma":[0.0002359692,0.005763607,0.168757,0.0004338603,0.000201902,0.02171751,0.2785177,0.04203406,0.04935273,0.009940533,0.422626,0.0004190626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730546,0.0003132222,0.00394854,0.003734415,0.00006455777,0.0002589934,0.0001946131,0.0003299835,0.1181011],"genre_scores_gemma":[0.9241509,0.0003111433,0.006025065,0.0004446232,0.0000227835,0.00006631361,0.000164186,0.00009906164,0.068716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436985,"threshold_uncertainty_score":0.2857242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009679100710836556,"score_gpt":0.2008491628474966,"score_spread":0.19117006213666,"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."}}