{"id":"W2071207975","doi":"10.2118/164130-ms","title":"A New Finding in the Interaction Between Chelating Agents and Carbonate Rocks During Matrix Acidizing Treatments","year":2013,"lang":"en","type":"article","venue":"SPE International Symposium on Oilfield Chemistry","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Chelation; Chemistry; Precipitation; Calcium; Effluent; Calcium carbonate; Inorganic chemistry; Nuclear chemistry; Environmental engineering; Organic chemistry; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006319013,0.0001509357,0.0001029222,0.00001376765,0.00008946392,0.00008342937,0.0002570121,0.00008139333,0.003105966],"category_scores_gemma":[0.00001701873,0.0001265707,0.00005761644,0.00007254983,0.00002546058,0.0002145175,0.0001420327,0.0002321843,0.00009105584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341059,"about_ca_system_score_gemma":0.000002240669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007069743,"about_ca_topic_score_gemma":0.000007460265,"domain_scores_codex":[0.999005,0.0000129657,0.0002161479,0.0002965652,0.0002963995,0.0001729803],"domain_scores_gemma":[0.9996215,0.00006777121,0.00009813641,0.0001417298,0.000002290002,0.0000685652],"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":[0.00001155332,0.00005181686,0.4614575,0.00001456045,0.0000625565,0.00001571979,0.0004927666,0.001848756,0.5337553,0.000001305913,0.0001513757,0.002136775],"study_design_scores_gemma":[0.00102034,0.00002533435,0.1543029,0.0001497128,0.00005946376,0.00004401912,0.001041191,0.001863364,0.8401737,0.0003848461,0.0005337986,0.0004013789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390721,0.000006583734,0.00001502092,0.001834588,0.00003289108,0.00006285976,0.000002812928,0.00001233016,0.05896081],"genre_scores_gemma":[0.9945961,0.0000428663,0.0001362457,0.0001004906,0.0001482603,0.00001773275,0.00002416721,0.000008773522,0.004925388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071546,"threshold_uncertainty_score":0.9978054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009214333068574563,"score_gpt":0.2469483230921995,"score_spread":0.2377339900236249,"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."}}