{"id":"W1977929691","doi":"10.2118/60709-ms","title":"Integration of Conventional Fracturing, Coiled Tubing, and Retrievable Tool Technology","year":2000,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing Roundtable","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coiled tubing; Petroleum engineering; Natural gas field; Geology; Hydraulic fracturing; Tight gas; Engineering; Natural gas; Waste management","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":[0.0002854602,0.0003128475,0.0004432302,0.0003059424,0.0001322679,0.0001786804,0.0002046506,0.0002630625,0.0006552635],"category_scores_gemma":[0.00007589663,0.00033981,0.00008480412,0.0005338415,0.0000702527,0.0007351669,0.00003777348,0.000428174,0.00006072761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187617,"about_ca_system_score_gemma":0.00003377709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009324263,"about_ca_topic_score_gemma":0.00001602776,"domain_scores_codex":[0.9983546,0.00001782456,0.000530599,0.0003440958,0.0002588697,0.0004940492],"domain_scores_gemma":[0.9993003,0.00008620872,0.00007132113,0.0003754908,0.00008172204,0.00008495961],"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":[0.0001804006,0.0002556049,0.006288213,0.001075046,0.0006018695,0.0000522859,0.0008260945,0.6945685,0.2139338,0.01616587,0.003317624,0.06273472],"study_design_scores_gemma":[0.003790593,0.0003146802,0.002155303,0.001558301,0.0001997593,0.0001860919,0.0002992734,0.6369604,0.2562445,0.005962684,0.09062944,0.001698938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597224,0.001999334,0.02673071,0.00007009582,0.0005640054,0.0002471186,0.00001769161,0.0007983537,0.00985027],"genre_scores_gemma":[0.987659,0.000671044,0.003342771,0.00001735099,0.0001285633,0.00002484436,0.00004184512,0.00007676516,0.00803778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08731181,"threshold_uncertainty_score":0.9999054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005775773255328326,"score_gpt":0.1961911643361109,"score_spread":0.1904153910807826,"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."}}