{"id":"W2129311458","doi":"10.2118/141234-ms","title":"Coiled Tubing Operations from a Work Boat","year":2011,"lang":"en","type":"article","venue":"","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Work (physics); Operations management; Business; Engineering; Computer science; Engineering drawing; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002553773,0.00005175013,0.00005111606,0.00002504672,0.00002897358,0.00001459131,0.00004814399,0.00002808539,0.001260847],"category_scores_gemma":[0.000005116047,0.00004597412,0.00001732271,0.00007893008,0.000008329367,0.00010395,0.000009217761,0.00005388398,0.0001535181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009598593,"about_ca_system_score_gemma":0.000002105447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312129,"about_ca_topic_score_gemma":0.00003020627,"domain_scores_codex":[0.9997432,0.000004420992,0.00007508432,0.00007354742,0.00003220265,0.00007156673],"domain_scores_gemma":[0.9998345,0.00000422482,0.000002372822,0.0001200682,0.00001414323,0.00002469796],"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":[0.00005570886,0.0003712536,0.02125743,0.00006498875,0.0005217697,0.00002969311,0.02454281,0.005406616,0.07372274,0.01299634,0.302342,0.5586886],"study_design_scores_gemma":[0.0001391448,0.00002082527,0.006488947,0.00002554522,0.00001501069,0.00000156839,0.0001689649,0.001422459,0.9802852,0.002967824,0.008193746,0.0002707225],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7411572,0.0003257703,0.04206882,0.0001882612,0.0008115713,0.0001622649,0.000006037446,0.004674237,0.2106058],"genre_scores_gemma":[0.9633213,0.00002796389,0.03547489,0.00004624141,0.00008603213,0.00001917417,0.000004211637,0.00001141155,0.001008763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9065625,"threshold_uncertainty_score":0.9996521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238136757606812,"score_gpt":0.1832448891655157,"score_spread":0.1608635215894476,"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."}}