{"id":"W4236685685","doi":"10.2523/75668-ms","title":"Hydrate Inhibition in Gas Wells Treated With Two Low Dosage Hydrate Inhibitors","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPE Gas Technology Symposium","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Clathrate hydrate; Hydrate; Citation; Computer science; Chemistry; Environmental science; Library science; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001687043,0.0003790576,0.0004402801,0.001225456,0.00005718387,0.0000387867,0.0001925014,0.0003520416,0.00004317653],"category_scores_gemma":[0.00001294807,0.0003596727,0.00005667211,0.001661958,0.0002992595,0.0006345876,0.00006388272,0.0005206521,0.00006318615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291015,"about_ca_system_score_gemma":0.000005293787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002546023,"about_ca_topic_score_gemma":0.000008124715,"domain_scores_codex":[0.9982515,0.000003767504,0.0005325996,0.0004912593,0.0002057497,0.0005151529],"domain_scores_gemma":[0.999401,0.000008341657,0.0001648838,0.000183271,0.0001739332,0.00006858746],"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":[0.00004140929,0.0001950955,0.007980402,0.0002756516,0.00004763982,0.0000318458,0.0002548189,0.0002976448,0.9780684,0.00065812,0.001741008,0.01040795],"study_design_scores_gemma":[0.0007883033,0.0003199112,0.00004528727,0.0003383548,0.00002771884,0.0001084706,0.0001171263,0.001315856,0.9926713,0.00326523,0.0006326692,0.0003697636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799005,0.0002265896,0.0000137049,0.003397836,0.00007279553,0.0004234903,0.000004759007,0.002326332,0.01363396],"genre_scores_gemma":[0.9962263,0.001260289,0.001909621,0.00002843153,0.00008904371,0.0001110703,0.000004364215,0.00008079749,0.0002901393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632571,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003881984471407044,"score_gpt":0.1748820340273987,"score_spread":0.1710000495559917,"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."}}