{"id":"W2765346723","doi":"10.1038/nclimate3416","title":"Anthropogenic climate change detected in European renewable freshwater resources","year":2017,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":166,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"European Commission","keywords":"Climate change; Mediterranean climate; Streamflow; Environmental science; Water scarcity; Water resources; Climate model; Geography; Climatology; Drainage basin; Ecology; Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006703274,0.0002640038,0.0002483991,0.00009850494,0.001015775,0.00009286712,0.0007030573,0.0002329031,0.00112965],"category_scores_gemma":[0.00004936093,0.0002207361,0.00006452137,0.0001211113,0.0004308735,0.0005527253,0.001707181,0.0004266806,0.001032164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006910996,"about_ca_system_score_gemma":5.845449e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008413905,"about_ca_topic_score_gemma":0.01554036,"domain_scores_codex":[0.9979874,0.0001411841,0.000220807,0.0005649506,0.0002218477,0.0008637674],"domain_scores_gemma":[0.9990045,0.00002070312,0.0001792022,0.0007054105,0.000007639725,0.00008255761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001838897,0.000152095,0.9808851,0.0001070125,0.00003583615,0.0005591778,0.005845149,0.00001377214,0.001966717,0.00005939031,0.003667493,0.006524393],"study_design_scores_gemma":[0.0008186708,0.0001010573,0.930508,0.00009808055,0.00003533479,0.000005806194,0.0001795704,0.0001338154,0.001012536,0.0001835804,0.06652754,0.0003960621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402284,0.0007163646,7.168554e-7,0.004289895,0.0006576204,0.0005363801,0.00008721853,0.0001463136,0.05333706],"genre_scores_gemma":[0.9949372,0.002846249,0.00009890002,0.001404925,0.0003690284,0.00009698456,0.0000248599,0.00004073913,0.0001811531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06286005,"threshold_uncertainty_score":0.9997835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937849805872238,"score_gpt":0.2667705443346678,"score_spread":0.2373920462759454,"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."}}