{"id":"W4413391404","doi":"10.1115/omae2025-156646","title":"Evaluation of Primary Cementing Operations for a Carbon Capture Storage (CCS) Well: A Case Study","year":2025,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Carbon capture and storage (timeline); Carbon fibers; Primary (astronomy); Computer science; Waste management; Systems engineering; Environmental science; Engineering; Geology; Climate change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108076,0.0009098927,0.0005040714,0.0008614652,0.0009407995,0.001461628,0.001196135,0.001834005,0.002250866],"category_scores_gemma":[0.002284271,0.0003531203,0.0006313548,0.0006189714,0.001045537,0.0008485055,0.000616956,0.0006554083,0.0003284818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004805,"about_ca_system_score_gemma":0.00166517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02280047,"about_ca_topic_score_gemma":0.03524857,"domain_scores_codex":[0.9991779,0.000149471,0.00003615787,0.000103166,0.0003858775,0.000147365],"domain_scores_gemma":[0.9979039,0.001025215,0.0001463234,0.0001488765,0.00054529,0.000230311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.001570764,0.002616692,0.04860334,0.000884815,0.0001216411,0.01022749,0.001061378,0.8216853,0.05746455,0.004073833,0.002753282,0.04893696],"study_design_scores_gemma":[0.0001736491,0.003600734,0.02413732,0.00008983767,0.0001259533,0.001327873,0.003456041,0.8953073,0.06446566,0.0012027,0.005985022,0.0001278558],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898248,0.0001364376,0.006475884,0.0001279751,0.00001831404,0.0002129249,0.0003472662,0.0001446987,0.002711632],"genre_scores_gemma":[0.9892154,0.0001096471,0.008623224,0.00001649897,0.000004224785,0.00004785312,0.000165236,0.00002669932,0.001791162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280047,"threshold_uncertainty_score":0.04533553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158617722385415,"score_gpt":0.2636885301535014,"score_spread":0.2421023529296473,"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."}}