{"id":"W2889114578","doi":"10.1002/ldr.3145","title":"Solute evidence for hydrological connectivity of geographically isolated wetlands","year":2018,"lang":"en","type":"article","venue":"Land Degradation and Development","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada; University of Saskatchewan","funders":"Svenska Forskningsrådet Formas; Global Institute for Water Security, University of Saskatchewan","keywords":"Surface runoff; Wetland; Environmental science; Hydrology (agriculture); Evapotranspiration; Drainage basin; Precipitation; Ecology; Geography; Geology","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":[0.0003048589,0.00007424116,0.0001112873,0.00002748979,0.0001986443,0.000007737091,0.00005779042,0.00004751426,0.0001489075],"category_scores_gemma":[0.00004969502,0.00005303149,0.00001546283,0.0000761752,0.0001987959,0.00008582207,0.0001101303,0.00002853301,0.00002043344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000105332,"about_ca_system_score_gemma":0.000005105624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003292176,"about_ca_topic_score_gemma":0.0002957557,"domain_scores_codex":[0.9994043,0.00002401618,0.0001491202,0.0001949079,0.00008940724,0.0001382857],"domain_scores_gemma":[0.9997393,0.0000937447,0.00005246646,0.00006524213,0.0000127385,0.00003653068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354732,0.00004216398,0.9905888,0.00001111626,0.00003259255,5.930492e-7,0.0002921369,0.00001071722,0.0003398795,0.0001352181,0.0005968282,0.007714484],"study_design_scores_gemma":[0.0005788813,0.0003023135,0.980469,0.00001266352,0.00001473158,0.000001840843,0.00001389023,0.001811362,0.0009246871,0.0009921888,0.01475646,0.0001219888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624317,0.0000233784,0.03587748,0.0006095059,0.00005390665,0.000183494,0.000001102613,0.00002424215,0.0007951495],"genre_scores_gemma":[0.9949726,0.00004512585,0.004412819,0.0003137683,0.00001189397,0.00002483602,0.000007739581,0.000002352441,0.0002088588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03254087,"threshold_uncertainty_score":0.2162562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380109345632459,"score_gpt":0.265925316827943,"score_spread":0.2279143822646971,"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."}}