{"id":"W3096500206","doi":"10.1029/2020wr027904","title":"Using Heat to Trace Vertical Water Fluxes in Sediment Experiencing Concurrent Tidal Pumping and Groundwater Discharge","year":2021,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Ocean Frontier Institute","keywords":"Submarine groundwater discharge; Heat flux; Groundwater; Geology; Sediment; Environmental science; Flux (metallurgy); Hydrology (agriculture); Head (geology); Hydraulic head; Advection; Groundwater discharge; Hydrogeology; Magnitude (astronomy); Groundwater flow; Heat transfer; Geomorphology; Mechanics; Aquifer; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981878,0.0001693383,0.0001106728,0.0005312987,0.0002172124,0.0003348642,0.0002862383,0.0002459797,0.0004405025],"category_scores_gemma":[0.0006834353,0.0001303168,0.0002112614,0.0005662598,0.0002349104,0.0003021899,0.000273397,0.0001687232,0.00005473064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338771,"about_ca_system_score_gemma":0.0003031242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514433,"about_ca_topic_score_gemma":0.0160263,"domain_scores_codex":[0.9999468,0.00001046057,0.000003278858,0.00001674235,0.00001486469,0.000007763666],"domain_scores_gemma":[0.9997942,0.00008067636,0.00003658509,0.00003652627,0.00003845964,0.0000135484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006269345,0.0002653751,0.426791,0.0001252159,0.0001439801,0.0002110236,0.0003847342,0.3618354,0.1450793,0.001059741,0.000651368,0.06282592],"study_design_scores_gemma":[0.00002441212,0.0001474107,0.1345567,0.000006826927,0.00002820783,0.00004082281,0.00007337434,0.8379103,0.02658689,0.0003373568,0.0002620234,0.0000257564],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956703,0.00001154567,0.003548267,0.00001179308,0.00000294307,0.000005409904,0.0002695302,0.0001158459,0.00036439],"genre_scores_gemma":[0.9978127,0.000007546706,0.001993367,0.000002152202,9.854608e-7,0.00000431204,0.0001111318,0.000007493878,0.00006015098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514433,"threshold_uncertainty_score":0.03011239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07060941904713741,"score_gpt":0.3205398340575779,"score_spread":0.2499304150104404,"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."}}