{"id":"W1838847310","doi":"10.3968/6625","title":"Low Cycle Fatigue of Class G Well Cement","year":2015,"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":"Cement; Fatigue limit; Cyclic stress; Materials science; Low-cycle fatigue; Fatigue testing; Stress (linguistics); Structural engineering; Geotechnical engineering; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741985,0.0002025259,0.0001968332,0.0004845541,0.0001565278,0.0001233173,0.0002235702,0.000358069,0.001536527],"category_scores_gemma":[0.0003667031,0.0001091723,0.000145579,0.0002332568,0.0002710556,0.0002969789,0.0001510948,0.0002146872,0.0001841263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177769,"about_ca_system_score_gemma":0.0001188017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747733,"about_ca_topic_score_gemma":0.003654997,"domain_scores_codex":[0.9998357,0.00001433987,0.000008182048,0.00003535574,0.00007162955,0.00003463178],"domain_scores_gemma":[0.999701,0.00007364558,0.00005412576,0.00002885177,0.0001125093,0.00002991878],"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":[0.0001873828,0.00006558062,0.005070201,0.00006531372,0.0000065301,0.00008885819,0.000118327,0.001152726,0.9882333,0.00006617534,0.0000652938,0.004880366],"study_design_scores_gemma":[0.00002321075,0.003733785,0.1018897,0.00001965995,0.00003084425,0.0003031281,0.000245768,0.01145366,0.8792211,0.000138393,0.002913234,0.00002765114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99876,0.0001754206,0.0005911739,0.000005871123,0.000002367054,0.000009992928,0.00008821542,0.00001379249,0.0003532711],"genre_scores_gemma":[0.9987102,0.00008893001,0.0004379593,0.000006817605,0.000001310929,0.000006642353,0.00009778066,0.000005823726,0.0006445899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001747733,"threshold_uncertainty_score":0.005140185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116581899926717,"score_gpt":0.2354389056432104,"score_spread":0.2142730866439433,"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."}}