{"id":"W4391418446","doi":"10.2118/9781555631185-ch11","title":"Sucker-Rod Lift","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Sucker rod; Lift (data mining); Sucker; Marine engineering; Computer science; Engineering; Anatomy; Mechanical engineering; Biology; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478128,0.001247527,0.0006106669,0.001159263,0.00169222,0.00127586,0.001101158,0.0007788155,0.1246643],"category_scores_gemma":[0.000264616,0.0003926683,0.0005658549,0.0007392396,0.0006475877,0.001210609,0.001651642,0.001863696,0.07157792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004981483,"about_ca_system_score_gemma":0.0007677407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152617,"about_ca_topic_score_gemma":0.006985156,"domain_scores_codex":[0.999778,0.00000819657,0.00000447711,0.00003390289,0.0001435162,0.00003196528],"domain_scores_gemma":[0.999935,0.00000856721,0.000002096688,0.00001682508,0.00002597256,0.0000114077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006722766,0.00008363371,0.0001951347,0.0001821292,0.000007472582,0.000200602,0.0001348627,0.001060455,0.008919951,0.06648076,0.1849807,0.7376871],"study_design_scores_gemma":[0.000005976756,0.00005697579,0.0006890071,0.0001041404,0.000006193738,0.0005806172,0.0001039498,0.002155529,0.006695096,0.01131779,0.9782625,0.00002228514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002209973,0.001969283,0.02931338,0.0003111482,0.001227844,0.00006622037,0.0002181298,0.001598399,0.9630857],"genre_scores_gemma":[0.01003945,0.001271574,0.009230384,0.0001363914,0.00008881984,0.00002594471,0.0003529618,0.0003253496,0.9785291],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1246643,"threshold_uncertainty_score":0.4170434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077818083838355,"score_gpt":0.2235516638273353,"score_spread":0.2027734829889518,"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."}}