{"id":"W4407824036","doi":"10.1002/9781394356294.ch13","title":"Well Construction and Monitoring Considerations for AGI and CCS Wells","year":2025,"lang":"en","type":"other","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Haliburton Forest & Wild Life Reserve","funders":"","keywords":"Computer science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002139879,0.0005359194,0.0002708164,0.001069217,0.001355091,0.001477806,0.001179668,0.0009567003,0.01810688],"category_scores_gemma":[0.002991829,0.000389171,0.0003364525,0.0008807078,0.0005284799,0.001816956,0.0007759476,0.0005146119,0.003563147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155167,"about_ca_system_score_gemma":0.003429221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009244103,"about_ca_topic_score_gemma":0.03767408,"domain_scores_codex":[0.9977888,0.0003903442,0.00008625774,0.0001579369,0.001402514,0.000174216],"domain_scores_gemma":[0.9982474,0.000413683,0.0001931916,0.000189808,0.0008526828,0.0001034114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009077128,0.0004462023,0.02677317,0.001098702,0.00002283559,0.002643583,0.0008134845,0.0684249,0.2685317,0.09206191,0.08820019,0.4500755],"study_design_scores_gemma":[0.0001024062,0.00110532,0.02833514,0.0003728805,0.00007583421,0.002184421,0.002777791,0.09953094,0.200562,0.02098537,0.6437643,0.0002036264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1594239,0.001338056,0.500315,0.008765114,0.0006845179,0.002049108,0.003823564,0.003792058,0.3198088],"genre_scores_gemma":[0.5992457,0.00116889,0.307663,0.0008246789,0.00009645463,0.0008254621,0.002144681,0.0005218301,0.08750938],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01810688,"threshold_uncertainty_score":0.06057352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662876836145889,"score_gpt":0.2714875606308117,"score_spread":0.2548587922693528,"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."}}