{"id":"W2944565501","doi":"10.1007/978-3-319-60063-5_17-1","title":"Mechanisms and Monitoring of Oil Reservoir Souring Control by Nitrate or Perchlorate Injection","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Chemical Analysis and Environmental Impact","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nitrate; Perchlorate; Nitrite; Environmental chemistry; Chlorate; Chemistry; Sulfate; Environmental science; Inorganic chemistry; Organic chemistry","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":[0.0003259376,0.0003959576,0.0002773046,0.0004724634,0.0002796215,0.001156285,0.001145175,0.0008566395,0.001208854],"category_scores_gemma":[0.0002345485,0.0003180447,0.0002925996,0.0002433755,0.0007219074,0.001006207,0.0003811374,0.0004369614,0.0003674013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154904,"about_ca_system_score_gemma":0.0006119029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003173349,"about_ca_topic_score_gemma":0.003122056,"domain_scores_codex":[0.9998114,0.0000174317,0.000006716099,0.00004623448,0.00008836271,0.00003007083],"domain_scores_gemma":[0.9998666,0.00004954675,0.00003355134,0.00001172347,0.00002982137,0.000008778595],"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":[0.0002350072,0.0001111105,0.003323397,0.0001568774,0.00001823295,0.0002138166,0.00009297558,0.003889701,0.9354606,0.01172853,0.0006954148,0.04407437],"study_design_scores_gemma":[0.00001607899,0.0002433589,0.006029842,0.00002684647,0.00002419698,0.0002446322,0.0001651344,0.02524366,0.9534818,0.006227849,0.008262653,0.00003400469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786613,0.01623283,0.1088945,0.001620241,0.0002425548,0.0002409169,0.0007356002,0.001113997,0.08430624],"genre_scores_gemma":[0.9396159,0.006645748,0.01484802,0.000207881,0.00004972328,0.0000817595,0.0003135489,0.00004669996,0.03819072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003173349,"threshold_uncertainty_score":0.0083794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442886515898052,"score_gpt":0.2114543788193523,"score_spread":0.1970255136603718,"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."}}