{"id":"W4243336019","doi":"10.2523/80271-ms","title":"Identification of Mechanisms and Parameters of Formation Damage Associated with Chemical Flooding","year":2003,"lang":"en","type":"article","venue":"Proceedings of International Symposium on Oilfield Chemistry","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Citation; Identification (biology); Download; Library science; Information retrieval; Computer science; Flooding (psychology); Chemistry; World Wide Web; Biology","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":[0.0005936417,0.0003646577,0.0005510125,0.00228536,0.0006424445,0.001027293,0.0005518561,0.0008844092,0.002214917],"category_scores_gemma":[0.001269385,0.0004012652,0.0005728318,0.0009800055,0.0006626899,0.001030175,0.0009802342,0.0007851589,0.0005102134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009391409,"about_ca_system_score_gemma":0.0006297829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003302812,"about_ca_topic_score_gemma":0.002665989,"domain_scores_codex":[0.999401,0.00005973269,0.00003406489,0.00009018103,0.0003108658,0.0001041964],"domain_scores_gemma":[0.9988575,0.0001658148,0.000485591,0.00009336595,0.0003148908,0.00008277976],"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":[0.001234601,0.0002708746,0.09537442,0.001165785,0.0002143868,0.001119692,0.0007929949,0.008269128,0.8299765,0.002602775,0.004106488,0.05487235],"study_design_scores_gemma":[0.00004365758,0.001244837,0.4328775,0.0001741161,0.0002416766,0.001771201,0.001493385,0.01740687,0.5277156,0.004382223,0.01250142,0.0001475374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468746,0.01282346,0.01862658,0.001054628,0.0001470881,0.0005638145,0.002204529,0.000467202,0.01723813],"genre_scores_gemma":[0.9887454,0.003307021,0.003051252,0.00009910883,0.00002813842,0.0001018028,0.0007684124,0.00003434478,0.003864563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003302812,"threshold_uncertainty_score":0.007409632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004307128743800154,"score_gpt":0.1864736447829195,"score_spread":0.1821665160391193,"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."}}