{"id":"W1995405117","doi":"10.2118/68418-ms","title":"Development of Collapse Ratings for High Temperature and Pressure Coiled Tubing Applications","year":2001,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing Roundtable","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coiled tubing; Wellhead; Engineering; Workover; High pressure; Petroleum engineering; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000288644,0.0003262334,0.0004492007,0.0001438737,0.0002936625,0.00024887,0.0002008048,0.0001803694,0.00002222817],"category_scores_gemma":[0.00004261878,0.0003517479,0.00005862989,0.0004131134,0.0000271932,0.0004337695,0.00005332466,0.0002284918,0.000006023303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269042,"about_ca_system_score_gemma":0.00006654172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096412,"about_ca_topic_score_gemma":0.0000351098,"domain_scores_codex":[0.9983939,0.00001159863,0.0005175478,0.0003613828,0.0002088558,0.0005066998],"domain_scores_gemma":[0.9991706,0.0001488712,0.00008424043,0.0003311155,0.0001305652,0.0001346174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008101551,0.0001505865,0.001608349,0.002546115,0.0006761592,0.000007366749,0.002485941,0.5608646,0.4113694,0.005705509,0.002114672,0.0123903],"study_design_scores_gemma":[0.005686106,0.0001609851,0.0008972441,0.001613193,0.0004863678,0.00009999407,0.001180268,0.2675568,0.2723056,0.001194063,0.4461947,0.002624658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643218,0.003688418,0.1271233,0.00009233246,0.0006958836,0.001463583,0.00005810035,0.0008807938,0.001675743],"genre_scores_gemma":[0.9551813,0.0002205317,0.03942602,0.00002016135,0.0002278785,0.0003845652,0.00007986397,0.0001120363,0.004347662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.44408,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007392725633538386,"score_gpt":0.2012706665607511,"score_spread":0.1938779409272127,"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."}}