{"id":"W1830300761","doi":"10.3968/5413","title":"An Experimental Study on Cement Sheath Sealing Evaluation","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seal (emblem); Cement; Engineering; Petroleum engineering; Mechanical engineering; Geotechnical engineering; Materials science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331221,0.0007103115,0.0004786366,0.0004387399,0.0006324925,0.0003763938,0.0005419341,0.0009570536,0.002615339],"category_scores_gemma":[0.002267235,0.0003348888,0.000593313,0.0003736431,0.000718712,0.0009103275,0.0007344329,0.000629254,0.0002686644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552003,"about_ca_system_score_gemma":0.0005071273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005219498,"about_ca_topic_score_gemma":0.0005781623,"domain_scores_codex":[0.9986603,0.0002323793,0.0001091336,0.0002492241,0.0006065773,0.0001423587],"domain_scores_gemma":[0.9975115,0.0007107881,0.0002926106,0.0005852683,0.0007454006,0.0001544669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007374722,0.0008346894,0.003216177,0.0002404472,0.00003110216,0.0001770277,0.0005172711,0.004263467,0.9793485,0.0007277427,0.0002046058,0.009701505],"study_design_scores_gemma":[0.0001159081,0.01190971,0.006741999,0.00001990535,0.00009084614,0.0002918649,0.0003232959,0.01318757,0.9638942,0.0003399288,0.003015585,0.00006906922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977526,0.0001658145,0.02117315,0.00004306217,0.00005327493,0.00008074504,0.000112512,0.0001487544,0.0006967572],"genre_scores_gemma":[0.9816878,0.0002125655,0.01632958,0.0000374733,0.00002071612,0.00007382615,0.0001381981,0.00002948191,0.001470359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002615339,"threshold_uncertainty_score":0.008749187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502508143286304,"score_gpt":0.289257876961487,"score_spread":0.2642327955286239,"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."}}