{"id":"W2299248181","doi":"10.1080/07011784.2015.1111775","title":"Transport and transformations of groundwater-borne carbon discharging through a sandy beach to a coastal ocean","year":2016,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Université du Québec à Rimouski","keywords":"Submarine groundwater discharge; Dissolved organic carbon; Groundwater; Seawater; Hydrogeology; Hydrology (agriculture); Aquifer; Groundwater discharge; Environmental science; Biogeochemical cycle; Geology; Oceanography; Groundwater recharge; Environmental chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004721836,0.0003495498,0.0004620819,0.00039969,0.0005581837,0.0001718501,0.0004694634,0.0001362757,0.0003282028],"category_scores_gemma":[0.00002961348,0.0002204852,0.0001355984,0.0002146678,0.0003880155,0.0005615958,0.00001170825,0.0002607235,0.000005927368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008211685,"about_ca_system_score_gemma":0.00001609254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4215337,"about_ca_topic_score_gemma":0.8477003,"domain_scores_codex":[0.9974709,0.0001106031,0.0006377393,0.0003985414,0.0001787029,0.001203555],"domain_scores_gemma":[0.9978656,0.0000522841,0.0001160159,0.0002691598,0.0001391796,0.00155782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001440513,0.00001936046,0.395025,0.00026463,0.0001537574,0.0004778882,0.5857949,0.0002957843,0.004063958,0.000002654054,0.00001850952,0.01373956],"study_design_scores_gemma":[0.001950528,0.001427682,0.1775426,0.00195924,0.0002383729,0.005895791,0.006403051,0.0004569074,0.03032328,0.003022823,0.7689173,0.001862377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942726,0.0005964141,0.0001353461,0.001577766,0.0001179719,0.0002297677,0.0004000805,0.00002970498,0.002640298],"genre_scores_gemma":[0.9984618,0.0002146505,0.0001869573,0.0001539416,0.0002242468,0.000002726764,0.00009133329,0.00002279404,0.000641562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7688988,"threshold_uncertainty_score":0.8991126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009926625344739651,"score_gpt":0.1798419728730392,"score_spread":0.1699153475282995,"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."}}