{"id":"W2591254411","doi":"10.3968/9160","title":"Drilling Engineering Design and Construction of Well Dong 11","year":2016,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drilling; Casing; Petroleum engineering; Drill bit; Geology; Drilling fluid; Drill hole; Drilling engineering; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362676,0.0001152173,0.0001354847,0.0001515092,0.00002257806,0.00001166815,0.0000286784,0.00003679841,0.00000372384],"category_scores_gemma":[0.00001335444,0.00009788179,0.00000759184,0.00007443716,0.00002198661,0.000500303,0.00001175632,0.00004061477,0.000002284519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000383876,"about_ca_system_score_gemma":0.000009124084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.28102e-7,"about_ca_topic_score_gemma":0.000004043015,"domain_scores_codex":[0.9994017,0.000007240112,0.0002468156,0.0001258516,0.00008171883,0.000136613],"domain_scores_gemma":[0.9997913,0.00006944997,0.00002665469,0.00005526474,0.00001511593,0.0000422619],"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":[0.00000554713,0.000003671031,0.001581458,0.00009190515,0.000007101361,0.000001226876,0.0003183919,0.9320331,0.00266281,0.0009084885,0.000002517431,0.06238374],"study_design_scores_gemma":[0.001115461,0.00003453891,0.0006872677,0.0006196173,0.00000593921,0.00001522559,0.0003136129,0.8482777,0.1152619,0.000636593,0.03256303,0.0004691375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03509444,0.001544887,0.9628142,0.00002158554,0.0002477748,0.00005498973,4.503947e-7,0.0001034819,0.0001182511],"genre_scores_gemma":[0.8857639,0.005457839,0.1086997,0.000002925101,0.00002099485,0.00002336289,0.000001573713,0.00001652771,0.00001314856],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8541144,"threshold_uncertainty_score":0.3991504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009035988372542266,"score_gpt":0.19071822769295,"score_spread":0.1816822393204078,"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."}}