{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00325816,0.0004973533,0.0002844547,0.001863956,0.0003042038,0.0006448787,0.00112813,0.0003701475,0.004060604],"category_scores_gemma":[0.01242773,0.0002944694,0.0003000325,0.0007316926,0.0002312455,0.0007578398,0.0004910043,0.0004363446,0.001403783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006876905,"about_ca_system_score_gemma":0.0004758226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281699,"about_ca_topic_score_gemma":0.00383102,"domain_scores_codex":[0.9971655,0.000550176,0.0002213743,0.0001903021,0.001786289,0.00008644046],"domain_scores_gemma":[0.9894409,0.001961994,0.0006946242,0.0004732318,0.007209969,0.0002194199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001405534,0.000775484,0.09209025,0.0007870187,0.00006950575,0.0003146045,0.00136122,0.0367223,0.2748111,0.003826323,0.00937447,0.5784622],"study_design_scores_gemma":[0.00013867,0.007090149,0.2254555,0.0002608738,0.0001236699,0.0004246508,0.001392792,0.197754,0.5386852,0.001410682,0.02705391,0.0002098334],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8107928,0.0007883224,0.1480984,0.0002226704,0.0001620124,0.001749283,0.001596367,0.002743615,0.03384656],"genre_scores_gemma":[0.9615944,0.0001882292,0.03378045,0.00002147111,0.00001460246,0.0002593599,0.000624957,0.00007263535,0.003443882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004060604,"threshold_uncertainty_score":0.01723099,"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."}}