{"id":"W2044285241","doi":"10.2523/iptc-17565-ms","title":"Subsurface Cuttings Injection: Technical Challenges and Opportunities","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agip KCO","keywords":"Waste disposal; Drill cuttings; Waste management; Containment (computer programming); Drilling; Environmental science; Radioactive waste; Engineering; Drilling fluid; Computer science; Mechanical engineering","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":[0.000150261,0.0001412096,0.0001743774,0.0003482757,0.00004993093,0.00003566229,0.000323884,0.0002042034,0.00006388129],"category_scores_gemma":[0.00007151416,0.0001360494,0.00003540321,0.00005585595,0.0001804969,0.0001054744,0.00008625232,0.000316932,0.00002396455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003748493,"about_ca_system_score_gemma":0.00001049538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008187798,"about_ca_topic_score_gemma":0.00003975513,"domain_scores_codex":[0.9992579,0.00001527329,0.0001824312,0.0002111881,0.000158294,0.0001749402],"domain_scores_gemma":[0.9995717,0.00005053,0.00003665331,0.0002046265,0.00008563899,0.00005081087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003948066,0.0001567234,0.004267188,0.0002329505,0.0009014027,0.0000816862,0.0005987938,0.07033166,0.01331201,0.3121491,0.00309702,0.5948319],"study_design_scores_gemma":[0.000940347,0.0002798403,0.008157892,0.0002379083,0.00007965881,0.0006041664,0.001128864,0.4252714,0.008538817,0.03081066,0.5229657,0.0009847959],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6937978,0.004319301,0.0527731,0.05177018,0.0007647536,0.00008882047,0.000007890242,0.00340213,0.1930761],"genre_scores_gemma":[0.9954529,0.00320899,0.0004891035,0.00006043244,0.00007177494,0.00001971461,0.000004777262,0.00001515711,0.0006771445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5938472,"threshold_uncertainty_score":0.5547935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198354547442425,"score_gpt":0.2284528654352752,"score_spread":0.2064693199608509,"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."}}