{"id":"W2605054838","doi":"10.2118/185714-ms","title":"Recovery Improvement of Gravity Driven Steam Applications Using New Generation Chemical Additives","year":2017,"lang":"en","type":"article","venue":"SPE Western Regional Meeting","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steam-assisted gravity drainage; Steam injection; Petroleum engineering; Enhanced oil recovery; Solvent; Chemical engineering; Materials science; Chemistry; Environmental science; Oil sands; Organic chemistry; Geology; Composite material; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001051393,0.0001503101,0.0001898933,0.0000561749,0.0001166697,0.00005780204,0.0002623927,0.00009221416,0.000008743708],"category_scores_gemma":[0.00004076408,0.0001679653,0.00008375566,0.00003853884,0.00006221252,0.0002893462,0.00008316314,0.000126498,0.00000562823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289022,"about_ca_system_score_gemma":0.00003919679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011271,"about_ca_topic_score_gemma":0.00006602084,"domain_scores_codex":[0.9991097,0.00001008523,0.0002842431,0.0002183525,0.0001942942,0.0001833418],"domain_scores_gemma":[0.9992159,0.00004479112,0.0002125746,0.0003956015,0.00006258592,0.00006855869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006037346,0.00001714825,0.001148801,0.00005678931,0.00003364035,7.474358e-7,0.00004210555,0.002792138,0.9532495,0.00008917495,0.0003401495,0.04222373],"study_design_scores_gemma":[0.00023095,0.00004395484,0.001363644,0.0003168809,0.00002839865,0.000006884457,0.00002470473,0.00729896,0.9865607,0.001712746,0.002119031,0.000293162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325279,0.0001285216,0.06466582,0.0000749535,0.0001555903,0.0003280739,0.00002697918,0.0001844107,0.001907756],"genre_scores_gemma":[0.962192,0.0001782143,0.03659058,0.00003021576,0.0007302091,0.00004971178,0.0000434387,0.00004551249,0.0001401389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04193057,"threshold_uncertainty_score":0.6849427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475087351166414,"score_gpt":0.2808661064106216,"score_spread":0.2461152328989575,"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."}}