{"id":"W3080329267","doi":"10.2118/200439-ms","title":"Review of Canadian Field Cases of Chemical Floods with Associative Polymer","year":2020,"lang":"en","type":"article","venue":"SPE Improved Oil Recovery Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polymer; Computer science; Polyacrylamide; Flood myth; Field (mathematics); Associative property; Engineering; Chemical engineering; Organic chemistry; Chemistry; Geography; Mathematics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000916604,0.0002218807,0.0005266885,0.0001209225,0.0000120979,0.00001169366,0.0002654774,0.0001406398,0.0003097887],"category_scores_gemma":[0.0005388882,0.0002096209,0.0001032862,0.0005163282,0.0000499987,0.0001731585,0.00003254558,0.0002696452,0.000006622381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009196717,"about_ca_system_score_gemma":0.0003611546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009542,"about_ca_topic_score_gemma":0.006833355,"domain_scores_codex":[0.9988868,0.0000275139,0.0004013587,0.0002292383,0.0001588393,0.0002962409],"domain_scores_gemma":[0.9989821,0.0002135685,0.0001526257,0.0002458759,0.000200649,0.0002052241],"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":[0.0001774382,0.00004771046,0.0003952268,0.01420805,0.0004463644,0.00003840805,0.0004769217,0.00001999429,0.6085606,0.0004435033,0.01195281,0.363233],"study_design_scores_gemma":[0.0001873363,0.0004048267,0.00002212511,0.003383343,0.00005246299,0.000006005048,0.00003150537,0.0005178466,0.9934093,0.00005674271,0.001648226,0.0002802968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.482027,0.06645989,0.00829053,0.006399599,0.001005245,0.001596188,0.002147779,0.001474805,0.4305989],"genre_scores_gemma":[0.9607431,0.03165232,0.005200956,0.001996722,0.00007097688,0.00004533254,0.0000323303,0.00006121444,0.0001970829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.478716,"threshold_uncertainty_score":0.9970536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712221966376729,"score_gpt":0.2271696843837287,"score_spread":0.2100474647199614,"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."}}