{"id":"W3109756409","doi":"10.1126/sciadv.abd4866","title":"Marine electrical imaging reveals novel freshwater transport mechanism in Hawai‘i","year":2020,"lang":"en","type":"article","venue":"Science Advances","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Frontier Geosciences (Canada)","funders":"National Science Foundation of Sri Lanka","keywords":"Aquifer; Geology; Submarine pipeline; Groundwater recharge; Oceanography; Hydrogeology; Volcano; Earth science; Climate change; Water transport; Groundwater; Hydrology (agriculture); Geochemistry","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":[0.0005080389,0.000154281,0.0002375294,0.0001191704,0.0001628657,0.00004767916,0.0005514075,0.00002650465,0.0007254241],"category_scores_gemma":[0.0001965598,0.0001127346,0.00005366133,0.002234954,0.0002510111,0.0008537134,0.00002236048,0.0002411391,0.0001374409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006652291,"about_ca_system_score_gemma":0.00008110743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004707678,"about_ca_topic_score_gemma":0.0005985172,"domain_scores_codex":[0.9979029,0.00003647876,0.0002647645,0.0005825554,0.0005288067,0.000684548],"domain_scores_gemma":[0.9993418,0.000120225,0.00005378242,0.0001231732,0.00004286546,0.0003181675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007022312,0.00005160127,0.2753919,0.00001875372,0.000002188452,0.00004971458,0.00023161,0.00116649,0.03858937,0.001484508,0.00001645692,0.6829272],"study_design_scores_gemma":[0.0005141996,0.0003469277,0.8613012,0.00001517503,0.000008593689,0.00001379286,0.0000644844,0.04560339,0.02251519,0.06241672,0.006721672,0.0004786164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750668,0.000566489,0.01072076,0.005606501,0.0003723116,0.0003351423,0.00004036225,0.0001302309,0.007161425],"genre_scores_gemma":[0.9658923,0.00002011246,0.03208029,0.001801111,0.0001095204,0.00000195966,0.000008395047,0.00000271919,0.00008365777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6824486,"threshold_uncertainty_score":0.7942885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410487433075492,"score_gpt":0.2457053031465443,"score_spread":0.2316004288157894,"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."}}