{"id":"W4220776786","doi":"10.2118/209039-ms","title":"Inhibition Testing with High Strength Quench and Tempered Coiled Tubing","year":2022,"lang":"en","type":"article","venue":"SPE/ICoTA Well Intervention Conference and Exhibition","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coiled tubing; Microstructure; Sour gas; Homogeneous; Materials science; Mechanical engineering; Engineering; Composite material; Waste management; Physics; Natural gas; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002119579,0.0002032336,0.0001911668,0.000155113,0.0002316133,0.0001420863,0.00004872373,0.00005143448,0.0003017959],"category_scores_gemma":[0.000015274,0.0002155779,0.00003887769,0.0001862479,0.00004428604,0.0002352861,0.00005857318,0.000288439,0.000008735016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000077155,"about_ca_system_score_gemma":0.00001177713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380025,"about_ca_topic_score_gemma":0.00004696802,"domain_scores_codex":[0.9989645,0.00004584253,0.0002875843,0.0002851223,0.0001803545,0.0002366266],"domain_scores_gemma":[0.9996262,0.00004610317,0.00006341966,0.0001232658,0.00005942206,0.00008162278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003742521,0.0006862008,0.01163363,0.003976787,0.0005354981,0.0002515354,0.00414968,0.4522317,0.2502053,0.01936593,0.003107589,0.2534819],"study_design_scores_gemma":[0.004398754,0.001450692,0.005442574,0.002409351,0.0001670566,0.0004114279,0.004057883,0.9300203,0.04405371,0.003723574,0.002377862,0.001486854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820828,0.0002441544,0.01389369,0.00006881321,0.0002306826,0.0001846121,0.00002887726,0.0003750018,0.002891308],"genre_scores_gemma":[0.9985456,0.00008371553,0.0008766699,0.00001763424,0.00007281462,0.00006008849,0.0001459706,0.00003452613,0.0001629522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4777886,"threshold_uncertainty_score":0.8791012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330293295855375,"score_gpt":0.1969402692402873,"score_spread":0.1836373362817335,"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."}}