{"id":"W4319999025","doi":"10.37878/2708-0080/2022-6.09","title":"STUDY OF THE RHEOLOGICAL PROPERTIES OF COMPOSITE POLYMER STABILIZERS FOR DRILLING FLUIDS","year":2022,"lang":"en","type":"article","venue":"Neft i gaz","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Polyacrylonitrile; Chemical engineering; Drilling fluid; Polymer; Monomer; Reagent; Adsorption; Composite number; Acrylonitrile; Materials science; Copolymer; Polymer chemistry; Hydrolysis; Apparent viscosity; Chemistry; Rheology; Organic chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002973974,0.0003082182,0.0002335094,0.0003322278,0.0001332665,0.0001865713,0.0001196174,0.0001673927,0.0007888415],"category_scores_gemma":[0.0005942352,0.00008150347,0.0001989343,0.0001652885,0.0001276868,0.0002497351,0.00009044428,0.0003758058,0.0001911229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001474,"about_ca_system_score_gemma":0.00009842736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002055115,"about_ca_topic_score_gemma":0.000192649,"domain_scores_codex":[0.9998453,0.00003306059,0.00001057004,0.00002861213,0.00005956232,0.00002288842],"domain_scores_gemma":[0.9997475,0.0000802693,0.00005052875,0.0000137237,0.00008292504,0.00002509126],"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":[0.00006770458,0.00001152534,0.0001834181,0.00004192302,0.000004043324,0.00001397661,0.00002338763,0.00006854357,0.9975448,0.00002483343,0.00001266263,0.002003102],"study_design_scores_gemma":[0.000005797737,0.0003719063,0.002054305,0.000005482208,0.00001318471,0.00005354444,0.0000200415,0.000724608,0.9958674,0.00001313733,0.0008654047,0.000005217582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923586,0.00204653,0.004782985,0.00003022686,0.00002381308,0.00001685662,0.00008904465,0.00004159957,0.0006104115],"genre_scores_gemma":[0.9953986,0.000632141,0.002956104,0.00001315937,0.00001160947,0.00001686097,0.0001487396,0.00002102508,0.0008017324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007888415,"threshold_uncertainty_score":0.002638936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487768205376319,"score_gpt":0.204256968798798,"score_spread":0.1693792867450348,"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."}}