{"id":"W1982864108","doi":"10.3997/2214-4609.20142625","title":"Performance of Associative Polymers in Porous Media","year":2013,"lang":"en","type":"article","venue":"Proceedings","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polymer; Viscosity; Associative property; Materials science; Porous medium; Porosity; Chemical engineering; Degree (music); Composite material; Polymer chemistry; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008142482,0.00008545496,0.0001383574,0.0001049924,0.000007454702,0.000008904341,0.0001027574,0.0000666987,0.000121577],"category_scores_gemma":[0.00005865111,0.00008787806,0.00001827916,0.0002124705,0.00002023276,0.0003705878,0.00001687601,0.0001209152,0.00002260104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009176702,"about_ca_system_score_gemma":0.000005637047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004057625,"about_ca_topic_score_gemma":0.000003722851,"domain_scores_codex":[0.9994571,0.000001023441,0.0001638911,0.00008090311,0.0001187765,0.0001783039],"domain_scores_gemma":[0.9998134,0.00002524756,0.00004064322,0.00003256674,0.00006105923,0.00002711797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001628714,0.00006798039,0.3552222,0.0007111715,0.00006477517,0.000001103112,0.01212624,0.00007159347,0.2820493,0.0006497885,0.005008643,0.344011],"study_design_scores_gemma":[0.0003354387,0.0001160345,0.284063,0.0002779661,0.000008336352,0.000002748258,0.0006450498,0.02001019,0.6926717,0.00117028,0.0002922164,0.0004070378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309962,0.00008382263,0.000009466495,0.0000168521,0.00005092697,0.0001017464,0.000001256149,0.0002078575,0.06853181],"genre_scores_gemma":[0.9980999,0.0001709422,0.00151174,0.00001521206,0.00001976013,0.0000584717,7.97283e-7,0.00001976907,0.0001033695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4106224,"threshold_uncertainty_score":0.3583563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005041975909125219,"score_gpt":0.1892340854305534,"score_spread":0.1841921095214281,"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."}}