{"id":"W2469321173","doi":"10.2118/172572-pa","title":"Stimulation of Seawater Injectors by GLDA (Glutamic-Di Acetic Acid)","year":2016,"lang":"en","type":"article","venue":"SPE Drilling & Completion","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"King Abdulaziz City for Science and Technology; King Fahd University of Petroleum and Minerals","keywords":"Seawater; Solubility; Precipitation; Anhydrite; Chemistry; Carbonate; Calcium; Sulfate; Calcium carbonate; Chelation; Gypsum; Inorganic chemistry; Geology; Organic chemistry; Materials science; Metallurgy; Oceanography","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":[0.0001590943,0.0003330447,0.0001759572,0.0001266976,0.00009955225,0.0002046015,0.0002849738,0.0002200329,0.0007897471],"category_scores_gemma":[0.0001872487,0.0001050068,0.0002856791,0.00007626107,0.0001647734,0.0001629667,0.0002790574,0.0002527671,0.0002373368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210502,"about_ca_system_score_gemma":0.0001961196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005936018,"about_ca_topic_score_gemma":0.0008368734,"domain_scores_codex":[0.9998356,0.00002129243,0.00001715107,0.00003912635,0.00005214685,0.00003454403],"domain_scores_gemma":[0.9998471,0.00002432545,0.00005540483,0.00001320472,0.00003059419,0.00002937835],"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":[0.00003318971,0.000008971453,0.0001639824,0.00003016939,0.000001602311,0.00001839766,0.00001195124,0.00005726787,0.9984838,0.0000225383,0.00001743922,0.001150682],"study_design_scores_gemma":[0.000005918583,0.0001997388,0.0009415164,0.000002840521,0.000004033561,0.00003244133,0.00001338409,0.0005011985,0.997306,0.000009031185,0.0009805297,0.00000341299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829685,0.0005248393,0.014234,0.00007156848,0.00004601407,0.00008909679,0.0001234321,0.0001947278,0.00174777],"genre_scores_gemma":[0.9848174,0.0003110817,0.011962,0.00006182355,0.000008931662,0.00006427871,0.0001077847,0.00002950963,0.002637187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007897471,"threshold_uncertainty_score":0.002642035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565835375582993,"score_gpt":0.2436167770558522,"score_spread":0.2279584233000223,"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."}}