{"id":"W2031627315","doi":"10.2118/05-10-01","title":"A Prediction on the Performance and Economic Viability of Future Gas Wells in the Western Canadian Sedimentary Basin","year":2005,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Structural basin; Natural gas; Drilling; Fossil fuel; Geology; Sedimentary rock; Environmental science; Engineering; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008257523,0.0004348909,0.0002091218,0.001350619,0.0007036425,0.001679623,0.0008385214,0.000533643,0.001623868],"category_scores_gemma":[0.003486968,0.0002847098,0.0004685819,0.001199866,0.0004804848,0.0008052764,0.0004347505,0.0004232008,0.0002448782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01306385,"about_ca_system_score_gemma":0.008476838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9136816,"about_ca_topic_score_gemma":0.9158404,"domain_scores_codex":[0.9994993,0.00004526654,0.00002187416,0.00006104469,0.0002357914,0.0001365768],"domain_scores_gemma":[0.9983022,0.0003754719,0.0002091905,0.00005407921,0.0008631032,0.0001957843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009605002,0.0000463085,0.3079396,0.00002914764,0.00005703065,0.0001325916,0.00007355651,0.6761588,0.0007976649,0.001924738,0.001486045,0.01125852],"study_design_scores_gemma":[0.000008289589,0.00006342119,0.1934523,0.00002280623,0.00002723334,0.00003254714,0.0003963537,0.8024672,0.0009229432,0.0006838973,0.001886123,0.00003684601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895898,0.00009451523,0.003135177,0.0002892767,0.000006478369,0.00003046085,0.002741341,0.00005952065,0.004053535],"genre_scores_gemma":[0.9966023,0.00007501642,0.0008756163,0.000009631265,0.000001231507,0.000008991292,0.001148479,0.000005956919,0.001272871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08631843,"threshold_uncertainty_score":0.1736535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006586338669875199,"score_gpt":0.1953810847399058,"score_spread":0.1887947460700306,"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."}}