{"id":"W4234186302","doi":"10.5194/sd-5-54-2007","title":"On the Fidelity of \"CORK\" Borehole Hydrologic Observatory Pressure Records","year":2007,"lang":"en","type":"article","venue":"Scientific Drilling","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"Japan Agency for Marine-Earth Science and Technology; National Science Foundation","keywords":"Blank; Borehole; Cork; Geology; Observatory; Environmental science; Mineralogy; Chemistry; Materials science; Paleontology; Astrophysics; Physics","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":[0.003407225,0.0001165058,0.000141444,0.0001030196,0.0001428021,0.00005531934,0.0002809821,0.0000806196,0.00007958053],"category_scores_gemma":[0.0003306126,0.00008538285,0.00007875112,0.0004646608,0.00008747047,0.00007553942,0.00002590188,0.0002165173,0.00001638264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002102435,"about_ca_system_score_gemma":0.00001125082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005368156,"about_ca_topic_score_gemma":0.000003865059,"domain_scores_codex":[0.9988642,0.00004662574,0.000309465,0.0002043833,0.0003003613,0.000274971],"domain_scores_gemma":[0.9987942,0.0005123572,0.00004382285,0.000512749,0.00007472905,0.00006215163],"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":[0.000005051973,0.000007552967,0.0007003683,0.00003521242,0.00001461978,9.218737e-7,0.0001583654,0.9901633,0.005802309,0.0009365499,0.001271569,0.0009042428],"study_design_scores_gemma":[0.0001089367,0.00001574951,0.003528205,0.00004110074,0.000009889689,4.948349e-7,0.00004327065,0.9386615,0.01839737,0.002082595,0.03698052,0.0001303882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974365,0.0004231534,0.09556332,0.00002846675,0.002089716,0.0001141534,0.000008047098,0.0001953668,0.004141258],"genre_scores_gemma":[0.9932128,0.000005796138,0.005777262,0.00001932344,0.000077825,0.000003243494,0.000005223402,0.00001708039,0.0008813998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09577633,"threshold_uncertainty_score":0.3481812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605127890871472,"score_gpt":0.2693096897908688,"score_spread":0.233258410882154,"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."}}