{"id":"W2147128792","doi":"10.3968/j.est.1923847920120301.178","title":"Rheological Characterization of Shale – Mud Interactions","year":2012,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drilling fluid; Oil shale; Rheology; Niger delta; Drilling; Petroleum engineering; Geology; Oil field; Geotechnical engineering; Mining engineering; Delta; Engineering; Materials science; Mechanical engineering; Composite material; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002075312,0.0002023423,0.0001528641,0.0005147969,0.0001907797,0.000231277,0.00009697937,0.0001202975,0.0009734265],"category_scores_gemma":[0.0002859592,0.00008641786,0.00009178709,0.0003399015,0.0001616401,0.000229961,0.00015395,0.0002664126,0.0001369844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009268503,"about_ca_system_score_gemma":0.00009973915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008037477,"about_ca_topic_score_gemma":0.001495536,"domain_scores_codex":[0.9999137,0.00001610407,0.000009185698,0.00001412203,0.00003151665,0.00001546198],"domain_scores_gemma":[0.9998081,0.00005130335,0.00004359239,0.000008741325,0.00006594099,0.00002230169],"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":[0.000142205,0.00002266561,0.007216651,0.00006026595,0.000008444267,0.0001228019,0.0001650068,0.0002283108,0.9884367,0.00004641177,0.00002958855,0.003520996],"study_design_scores_gemma":[0.00000643134,0.0005140933,0.1006664,0.00001799868,0.00003376395,0.0003085491,0.0005330825,0.002805648,0.8931798,0.00005321109,0.001863451,0.00001767087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976133,0.0002519612,0.001062286,0.00001049632,0.000003347963,0.00001106691,0.0001365822,0.000008136595,0.0009028522],"genre_scores_gemma":[0.9981225,0.0001686423,0.0009166272,0.000009809432,0.000001809441,0.000008568072,0.0001258633,0.000003484895,0.0006428056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009734265,"threshold_uncertainty_score":0.00325644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005569751226278541,"score_gpt":0.1892479493257604,"score_spread":0.1836781980994819,"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."}}