{"id":"W2333125058","doi":"10.1061/41203(425)55","title":"Intrusion Modelling and the Effect of Ground Water Conditions","year":2011,"lang":"en","type":"article","venue":"","topic":"Water Systems and Optimization","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; University of Toronto","funders":"","keywords":"Body orifice; Mechanics; Inflow; Hydrostatic equilibrium; Porous medium; Leak; Work (physics); Computational fluid dynamics; Geotechnical engineering; Aquifer; Orifice plate; Flow (mathematics); Geology; Intrusion; Groundwater; Petroleum engineering; Environmental science; Materials science; Porosity; Thermodynamics; Engineering; Physics; Environmental engineering; Mechanical 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":[0.0002337542,0.0005062299,0.00056221,0.0004170459,0.0002822259,0.001294079,0.000650385,0.001279722,0.001750285],"category_scores_gemma":[0.001776436,0.0002635022,0.0007000039,0.0004492951,0.0008531822,0.001269038,0.0009775362,0.0004951757,0.0001696705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006665702,"about_ca_system_score_gemma":0.000503831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009787152,"about_ca_topic_score_gemma":0.002950373,"domain_scores_codex":[0.9997173,0.00007288282,0.00001860101,0.00005145366,0.000079705,0.00005997562],"domain_scores_gemma":[0.9994542,0.0003030529,0.00009905345,0.00004325666,0.00006784828,0.00003265225],"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":[0.0000834106,0.00004355759,0.003037842,0.00006538998,0.00001799213,0.0002408698,0.0001034498,0.9769925,0.01028039,0.003108441,0.0001433671,0.005882801],"study_design_scores_gemma":[0.000008576229,0.00006269291,0.0011333,0.000008361367,0.00001101643,0.00004305231,0.00004199112,0.9940991,0.003154372,0.0009789034,0.0004494236,0.00000915623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8678521,0.0005202729,0.1138738,0.0003277778,0.00008322715,0.00009014701,0.0002870944,0.0005518462,0.01641371],"genre_scores_gemma":[0.9957982,0.0001512563,0.00265799,0.00001601077,0.000005536869,0.00001296367,0.00005028266,0.0000211399,0.001286693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009787152,"threshold_uncertainty_score":0.01946032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009208255596567343,"score_gpt":0.1653113402037579,"score_spread":0.1561030846071906,"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."}}