{"id":"W2115784693","doi":"10.1680/coma.2012.165.1.25","title":"Rheological properties of oil well cement slurries","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Construction Materials","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Rheology; Thixotropy; Materials science; Rheometer; Slurry; Cement; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002989026,0.0001775337,0.000336999,0.0001314094,0.00004066266,0.00001276547,0.0001800541,0.0001083786,0.00006954362],"category_scores_gemma":[0.00008830051,0.0001343741,0.00008180554,0.0001939614,0.0003125829,0.0003246535,0.00004715404,0.00008185818,0.000002951878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359244,"about_ca_system_score_gemma":0.00001534756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000827137,"about_ca_topic_score_gemma":3.258138e-7,"domain_scores_codex":[0.9989037,0.000005068436,0.0005495255,0.00009121143,0.0002309519,0.0002195392],"domain_scores_gemma":[0.999522,0.000009987295,0.0001763751,0.00009341464,0.000149504,0.00004877341],"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":[0.00002223327,0.00002409595,0.0007280312,0.001587213,0.0000757971,2.368714e-8,0.0002982102,0.04542085,0.9181275,0.03333619,0.00008655882,0.0002932767],"study_design_scores_gemma":[0.0002130184,0.00001822319,0.0002668177,0.0004129152,0.00004694633,0.00001881014,0.0002050789,0.001038598,0.9964077,0.00007126841,0.00115625,0.0001442984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990858,0.0004581965,0.001190648,0.00002070978,0.002445815,0.0001058553,0.00001527493,0.0001562094,0.004749357],"genre_scores_gemma":[0.9983072,0.0001745856,0.001317261,0.000002576876,0.0001244407,0.00001531958,0.000001302438,0.00001699919,0.0000403584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07828025,"threshold_uncertainty_score":0.5479615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062663268344883,"score_gpt":0.1729477742815523,"score_spread":0.1623211415981034,"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."}}