{"id":"W2796499997","doi":"10.1103/physreve.97.043109","title":"Onset of density-driven instabilities in fractured aquifers","year":2018,"lang":"en","type":"article","venue":"Physical review. E","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Western Canada Research Grid; Compute Canada","keywords":"Aquifer; Geology; Instability; Geophysics; Physics; Mechanics; Geotechnical engineering; Groundwater","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001008535,0.0001182907,0.0004200885,0.00005629484,0.00001816202,0.000005229877,0.0001431943,0.00002987186,0.00006278532],"category_scores_gemma":[0.0001402161,0.00009333604,0.0001460696,0.0002663084,0.00009573819,0.00006139048,0.00002996313,0.0001618045,0.000075261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003458314,"about_ca_system_score_gemma":0.00001261384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007622961,"about_ca_topic_score_gemma":0.0001001287,"domain_scores_codex":[0.9992729,0.00004556222,0.0002220342,0.0001277504,0.0001579016,0.0001738552],"domain_scores_gemma":[0.999497,0.00008955569,0.00003061868,0.0002847253,0.00004065712,0.00005742244],"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":[0.0002758699,0.003707805,0.09952734,0.06241753,0.003215684,0.0002143101,0.03532863,0.4493905,0.07371999,0.002209301,0.09181951,0.1781736],"study_design_scores_gemma":[0.001802502,0.0005833379,0.112272,0.0115789,0.0008631403,0.00001539593,0.0003799795,0.4205362,0.2615925,0.01087577,0.1769944,0.00250593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937006,0.002877856,0.0002775945,0.0001865567,0.0000587038,0.0001027349,0.00000455759,0.00005787863,0.002733514],"genre_scores_gemma":[0.997676,0.0019411,0.0000880752,0.0001264496,0.0001191582,0.000008796118,0.000005862294,0.00001392679,0.00002062636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878725,"threshold_uncertainty_score":0.3806133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00897713353603734,"score_gpt":0.2790536067305433,"score_spread":0.270076473194506,"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."}}