{"id":"W4230558894","doi":"10.2523/110479-ms","title":"World's First Metal PCP SAGD Field Test Shows Promising Artificial-LiftTechnology for Heavy-Oil Hot Production: Joslyn Field Case","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPE Annual Technical Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Total (Canada)","funders":"","keywords":"Artificial lift; Oil production; Oil field; Field (mathematics); Petroleum engineering; Gas lift; Environmental science; Lift (data mining); Production (economics); Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005644656,0.0005120113,0.0002755743,0.0007562551,0.001873913,0.003130708,0.000442659,0.001179032,0.1091605],"category_scores_gemma":[0.0006116538,0.0002308269,0.0003301543,0.0006722737,0.0008072954,0.001951208,0.0008848639,0.001135559,0.03510254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887525,"about_ca_system_score_gemma":0.001960868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219576,"about_ca_topic_score_gemma":0.06053735,"domain_scores_codex":[0.999532,0.00002011333,0.000011993,0.00005916656,0.0003087192,0.00006800333],"domain_scores_gemma":[0.9995346,0.00004903689,0.00001830492,0.00002612305,0.0002483416,0.0001235457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000139443,0.00006801415,0.001350836,0.0002875982,0.000006244094,0.0007431243,0.0001887024,0.0002094302,0.01379638,0.007127839,0.8634468,0.1126355],"study_design_scores_gemma":[0.00001321335,0.00008204737,0.001545176,0.0000860841,0.000006618939,0.0003152311,0.0003868339,0.000158113,0.006116929,0.0009052145,0.9903668,0.00001765163],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01115617,0.010334,0.003887463,0.03682605,0.006124388,0.0001895423,0.001166149,0.001161453,0.9291549],"genre_scores_gemma":[0.04634888,0.009183488,0.003325301,0.003037145,0.0004663546,0.00005258803,0.0006997448,0.0004167952,0.9364698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1091605,"threshold_uncertainty_score":0.3651783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231353260804082,"score_gpt":0.2598115094180259,"score_spread":0.2374979768099851,"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."}}