{"id":"W1977757270","doi":"10.2118/158503-ms","title":"The Evaluation of Open-hole Completions for Steam-Assisted Gravity Drainage Wells In a Heavily Karsted and Fractured Carbonate Formation","year":2012,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference Canada","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laricina Energy (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Geology; Borehole; Petroleum engineering; Drilling; Completion (oil and gas wells); Carbonate; Oil sands; Steam injection; Asphalt; Carbonate rock; Mining engineering; Geochemistry; Geotechnical engineering; Engineering; Sedimentary rock; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.000891188,0.0001280641,0.0002299446,0.00006864817,0.0001609273,0.00006867968,0.0001994755,0.00005964021,0.0000169858],"category_scores_gemma":[0.000112816,0.0001026318,0.0000318583,0.0001906453,0.00004315918,0.0002187163,0.00003598696,0.0001428082,5.122906e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921006,"about_ca_system_score_gemma":0.0002969296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2882663,"about_ca_topic_score_gemma":0.7937698,"domain_scores_codex":[0.9988335,0.0001211263,0.0003110575,0.0001126386,0.0003286894,0.0002929642],"domain_scores_gemma":[0.9992245,0.0001595712,0.00007876932,0.0002323033,0.0002000517,0.0001047893],"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":[0.0004369985,0.0003823094,0.00461384,0.002164822,0.0008566499,0.000007900584,0.01024601,0.590961,0.009980537,0.004251081,0.02008895,0.35601],"study_design_scores_gemma":[0.002075687,0.00003790893,0.1092002,0.0001885164,0.0001910313,0.000004663579,0.001461033,0.8364391,0.003583053,0.001292242,0.04510925,0.0004173186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839171,0.001623836,0.001555568,0.002890359,0.0003959716,0.0006648988,0.0001404518,0.00003807009,0.008773793],"genre_scores_gemma":[0.9994971,0.00006262447,0.000105259,0.00006462057,0.00002291639,0.00008030851,0.00007335786,0.00001213964,0.0000816961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5055036,"threshold_uncertainty_score":0.7164732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216496060913485,"score_gpt":0.2843830312718846,"score_spread":0.2422180706627498,"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."}}