{"id":"W4391607876","doi":"10.1029/2023wr035291","title":"Advanced Analytical Model for Interpreting Oscillatory Pumping Tests With Wellbore Skin and Rate‐Dependent Skin Effects","year":2024,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Water Systems and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Wellbore; Skin effect; Geology; Skin conductance; Petroleum engineering; Geotechnical engineering; Mechanics; Engineering; Physics; Biomedical engineering","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":[0.0006134599,0.0009029123,0.0006075117,0.0007203965,0.0004448684,0.001039538,0.001645168,0.001559568,0.004325444],"category_scores_gemma":[0.002560421,0.0005189088,0.0007577658,0.0004626951,0.0004537364,0.0008813835,0.0005726893,0.0008268908,0.00109629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009195695,"about_ca_system_score_gemma":0.001521333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008462703,"about_ca_topic_score_gemma":0.006053085,"domain_scores_codex":[0.9997122,0.000065732,0.00001929271,0.00005908215,0.0001082097,0.00003552136],"domain_scores_gemma":[0.9993939,0.0002404783,0.00006955879,0.0000463919,0.0002377283,0.00001194346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003099506,0.00004307984,0.000519244,0.00006893415,0.00001432207,0.000156591,0.00008833838,0.9603603,0.01162319,0.005527189,0.001076371,0.02049147],"study_design_scores_gemma":[0.000002089038,0.000005499953,0.00003792048,0.000003102644,0.000002536214,0.000008633303,0.000004450529,0.9988012,0.000477787,0.0003524385,0.0003018699,0.000002401368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01335197,0.00007691953,0.9802002,0.0001679451,0.00004714232,0.0001172315,0.000125895,0.0009158928,0.00499688],"genre_scores_gemma":[0.7515233,0.0004808907,0.2268083,0.0002393729,0.00006860352,0.0009713221,0.0002797455,0.0004201886,0.01920816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008462703,"threshold_uncertainty_score":0.01682687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168585697826866,"score_gpt":0.2856430158381839,"score_spread":0.2687844460554972,"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."}}