{"id":"W2011344315","doi":"10.1016/j.jnnfm.2004.01.008","title":"Upper bounds on the slump length in plug cementing of near-horizontal wells","year":2004,"lang":"en","type":"article","venue":"Journal of Non-Newtonian Fluid Mechanics","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Slumping; Slump; Spark plug; Geotechnical engineering; Geology; Buoyancy; Mechanics; Flow (mathematics); Plug flow; Yield (engineering); Cement; Materials science; Engineering; Composite material; Physics; Mechanical engineering; Geomorphology","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":[0.001962889,0.0007700917,0.0009577322,0.001263767,0.0007833395,0.001702855,0.001011902,0.0009519373,0.002519859],"category_scores_gemma":[0.00998218,0.0005838299,0.0004509911,0.0007324078,0.001488886,0.002223785,0.00155917,0.001183581,0.0002657028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009309199,"about_ca_system_score_gemma":0.0007130356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469027,"about_ca_topic_score_gemma":0.003728235,"domain_scores_codex":[0.9993348,0.0001346385,0.00003712088,0.00008482835,0.0002461559,0.0001624227],"domain_scores_gemma":[0.990442,0.006726476,0.001078945,0.0004413668,0.0008154241,0.0004958329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002141519,0.0002260432,0.02043897,0.0005917191,0.0001121826,0.0006054573,0.0003351443,0.7872288,0.06677561,0.06306965,0.001764474,0.05671047],"study_design_scores_gemma":[0.00002681925,0.0001960123,0.009514553,0.00005823884,0.00003699553,0.0001073442,0.0001576622,0.9372219,0.02042142,0.03094782,0.001251979,0.00005913837],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7113743,0.003266583,0.2670106,0.0007933993,0.00008439733,0.00005712973,0.0004714296,0.0008805079,0.01606155],"genre_scores_gemma":[0.9924214,0.0003588197,0.005862102,0.00003161251,0.00002696787,0.00001658047,0.0001370607,0.00003758302,0.001107781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002519859,"threshold_uncertainty_score":0.01038086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006079314840932744,"score_gpt":0.1898408575984601,"score_spread":0.1837615427575274,"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."}}