{"id":"W1920963678","doi":"10.1002/pat.3279","title":"Novel self‐assembling polymeric system based on a hydrophobic modified copolymer: formulation, rheological characterization, and performance in enhanced heavy oil recovery","year":2014,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Cenovus Energy","keywords":"Polyacrylamide; Enhanced oil recovery; Materials science; Rheology; Chemical engineering; Copolymer; Brine; Viscoelasticity; Cyclodextrin; Polymer; Hydrophobe; Polymer chemistry; Chromatography; Composite material; Organic chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002153949,0.000498671,0.0006034736,0.0007372371,0.0001730931,0.00005221807,0.0003481461,0.0004171323,0.000002250239],"category_scores_gemma":[0.0001677425,0.0005004591,0.00009822455,0.000756426,0.0001031123,0.0005302741,0.0000643025,0.0003298112,0.000002953961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249724,"about_ca_system_score_gemma":0.00002862945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005252831,"about_ca_topic_score_gemma":0.000005024995,"domain_scores_codex":[0.9978151,0.00002442181,0.0006269173,0.0006118273,0.0002231942,0.0006985779],"domain_scores_gemma":[0.9988151,0.0003322597,0.0001928618,0.0005400137,0.00005767148,0.00006211465],"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":[0.0003379897,0.00007869806,0.0002088759,0.0006375426,0.0000266213,8.419834e-7,0.00005241433,0.02381453,0.623374,0.002050783,0.000001872603,0.3494158],"study_design_scores_gemma":[0.001062753,0.0004690516,0.0004063588,0.0003614011,0.00001298548,0.000005291324,0.00007514217,0.3463695,0.6505051,0.0001228183,0.0001325034,0.0004770686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5927405,0.0003577656,0.3999144,0.00007180947,0.0002532001,0.0003865164,0.00002840926,0.00520075,0.001046627],"genre_scores_gemma":[0.9805292,0.0006825047,0.01755573,0.00006319817,0.0000264905,0.0009149062,0.00006442962,0.00009809294,0.00006547717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3877886,"threshold_uncertainty_score":0.9997447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006772156968289079,"score_gpt":0.2075593770646107,"score_spread":0.2007872200963216,"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."}}