{"id":"W2176949916","doi":"10.2118/151453-pa","title":"Colorado Drill-Cuttings-Injection Pilot Results","year":2012,"lang":"en","type":"article","venue":"SPE Drilling & Completion","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Drill cuttings; Drilling; Cutting; Drill; Casing; Drilling fluid; Geology; Engineering; Petroleum engineering; Environmental science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004891097,0.0002659262,0.0002495387,0.0001869745,0.0001654675,0.00006443882,0.0001252758,0.00009925336,0.00003110362],"category_scores_gemma":[0.00007886041,0.0002962614,0.0000816417,0.0003324937,0.00002796734,0.00027912,0.00002313203,0.0002836124,0.0003727158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829201,"about_ca_system_score_gemma":0.000006724954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004850055,"about_ca_topic_score_gemma":0.000007221417,"domain_scores_codex":[0.9984607,0.00002853394,0.0004137034,0.0002269928,0.0002575259,0.0006125126],"domain_scores_gemma":[0.9993098,0.0001106405,0.00006349227,0.0002876123,0.0000573638,0.0001710624],"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":[0.00004689647,0.00005849179,0.001176481,0.0001021319,0.00005416972,0.000002087631,0.0006043222,0.9677625,0.02207628,0.001334473,0.003747023,0.003035112],"study_design_scores_gemma":[0.001108797,0.0002483421,0.009433198,0.0002212795,0.00006135707,0.00006999638,0.0001047699,0.8061875,0.0145911,0.0003126742,0.1667389,0.0009220532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6400241,0.001060477,0.3170321,0.0001917666,0.007382643,0.0004526138,0.00003537782,0.004091952,0.02972892],"genre_scores_gemma":[0.9948153,0.0001208036,0.003183979,0.00003767699,0.001455489,0.0000134344,0.0001162802,0.00008476736,0.0001722021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3547913,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204630157964648,"score_gpt":0.21540040580301,"score_spread":0.1933541042233635,"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."}}