{"id":"W1565374497","doi":"10.1002/2013wr013604","title":"A field and modeling study of nonlinear storage-discharge dynamics for an Alpine headwater catchment","year":2014,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Hydrology (agriculture); Field (mathematics); Environmental science; Drainage basin; Nonlinear system; Geology; Geotechnical engineering; Geography; Physics; Mathematics","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":[0.001597206,0.0001154242,0.0001875509,0.00009554037,0.0003560006,0.0000313718,0.000260484,0.00005278028,0.00008369979],"category_scores_gemma":[0.00002561324,0.00007505833,0.000023954,0.00006839155,0.0001476884,0.000111474,0.0006959458,0.000161092,0.00002715058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003672829,"about_ca_system_score_gemma":8.351013e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004102,"about_ca_topic_score_gemma":0.001591154,"domain_scores_codex":[0.9983712,0.0002240321,0.0002041144,0.0003847101,0.0003518336,0.0004641072],"domain_scores_gemma":[0.9995161,0.00006209021,0.00001862523,0.0002998956,0.00002120577,0.00008210561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00359667,0.005899889,0.5675736,0.0006755846,0.0005832978,0.00002301707,0.2470265,0.1339021,0.01603837,0.0002033637,0.002893762,0.02158387],"study_design_scores_gemma":[0.001393332,0.004804869,0.001121223,0.00001308673,0.00002591232,0.000001085789,0.003545121,0.977938,0.001906309,0.0008261263,0.008213386,0.0002115378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957616,0.000008343311,0.001550523,0.001043229,0.00002347992,0.0007006942,0.000003303436,0.00001718286,0.0008916891],"genre_scores_gemma":[0.9984319,0.000005861545,0.0003105236,0.00007258999,0.00004346432,0.0001018809,0.00001270372,0.00001435743,0.001006739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8440359,"threshold_uncertainty_score":0.306079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895851928132822,"score_gpt":0.331442659129531,"score_spread":0.2824841398482028,"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."}}