{"id":"W4323655411","doi":"10.2118/212760-ms","title":"Learnings from the Planning and Execution of a Heavy Oil Polymer Flood Pilot in North Saskatchewan, Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Petroleum engineering; Drilling; Geology; Oil drilling; Displacement (psychology); Well drilling; Environmental science; Engineering; Geography; Archaeology; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"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":[0.002040422,0.0005511427,0.0002220623,0.0006285629,0.006489253,0.002059268,0.001393795,0.001120249,0.003378131],"category_scores_gemma":[0.002513464,0.0004860409,0.0002175917,0.0006124002,0.002099182,0.0007944105,0.001777864,0.001632963,0.0006008332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03227219,"about_ca_system_score_gemma":0.0686783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8261632,"about_ca_topic_score_gemma":0.9686959,"domain_scores_codex":[0.9983246,0.0003461045,0.00003325221,0.0001538588,0.0003841251,0.0007581171],"domain_scores_gemma":[0.9966179,0.0004519894,0.0001171671,0.00009806146,0.001230847,0.001484199],"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":[0.002304019,0.01163941,0.1982038,0.0007941718,0.000140176,0.0121055,0.0924751,0.1365918,0.03951825,0.008017038,0.05056858,0.4476422],"study_design_scores_gemma":[0.0002803078,0.007024295,0.2143521,0.000617509,0.00007610343,0.0004142981,0.5422233,0.04006483,0.02672578,0.005344781,0.1624145,0.0004621534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664343,0.000165024,0.002427283,0.003409046,0.00004335904,0.0005181903,0.00033482,0.00008796235,0.02658008],"genre_scores_gemma":[0.9710665,0.0004376908,0.004978139,0.0004216824,0.000007737088,0.0001318364,0.0003175431,0.00002808527,0.02261089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738368,"threshold_uncertainty_score":0.349721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009152307366887975,"score_gpt":0.1978052718897371,"score_spread":0.1886529645228492,"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."}}