{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006459055,0.0001464326,0.0001801707,0.0001712519,0.00003521415,0.00005565474,0.00001949862,0.0001775993,0.0001963938],"category_scores_gemma":[0.00005208442,0.000152385,0.0000220992,0.00004047809,0.00002344738,0.00002737378,0.00001102826,0.00009063844,0.000002685041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000114814,"about_ca_system_score_gemma":0.00001024827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002301839,"about_ca_topic_score_gemma":0.000004368786,"domain_scores_codex":[0.9995835,0.00001018521,0.0001239182,0.0001384318,0.00004234038,0.0001015568],"domain_scores_gemma":[0.9995722,0.0002394032,0.00001577454,0.0001101284,0.000018752,0.00004372339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006005257,0.00001042662,0.001294977,0.002870914,0.0004906495,0.000003219753,0.0001130533,0.4413111,0.0005976414,0.02504777,0.5110564,0.01719789],"study_design_scores_gemma":[0.0007590637,0.00001287333,0.0001130993,0.000272486,0.00006874917,0.000008701698,0.00005521736,0.1586445,0.001335454,0.0022771,0.8360495,0.0004032379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0003366834,0.003066122,0.4348731,0.00006248392,0.001454737,0.0004274634,0.00004227778,0.0008833751,0.5588537],"genre_scores_gemma":[0.002127089,0.001732221,0.639855,0.00001225284,0.0004013891,0.00003969521,0.000009487489,0.0002102437,0.3556126],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3249931,"threshold_uncertainty_score":0.6214079,"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."}}