{"id":"W1976407632","doi":"10.1073/pnas.0601568103","title":"An impending water crisis in Canada's western prairie provinces","year":2006,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":533,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Glacier; Climate change; Geography; Global warming; Period (music); Physical geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007578766,0.00006970593,0.0000979344,0.00005703064,0.0001694677,0.00001149069,0.0005867574,0.00002772065,0.00003364385],"category_scores_gemma":[0.00002040317,0.00003923478,0.00001858948,0.000240404,0.0004790611,0.0005322397,0.0002130887,0.0000742506,0.000002585756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327867,"about_ca_system_score_gemma":0.00001365662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1472951,"about_ca_topic_score_gemma":0.02723885,"domain_scores_codex":[0.9987159,0.000006352217,0.0002168494,0.0002098126,0.0006612745,0.0001897995],"domain_scores_gemma":[0.9998209,0.00002093754,0.0001248974,0.00000596403,0.00001204427,0.00001526622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005370523,0.00002648669,0.9649398,0.00001239779,0.000003313088,2.170981e-8,0.0001562195,0.002303337,0.02928278,0.001181628,0.002031884,0.00005678912],"study_design_scores_gemma":[0.00009173065,0.0000223988,0.8708887,0.00001125055,0.000005121909,0.00000123414,0.0003391103,0.0005119139,0.1094003,0.01814676,0.0005058218,0.00007564644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835073,0.00000863384,2.826689e-7,0.008849719,0.00001166907,0.0001092803,0.000002417255,0.000004353872,0.007506344],"genre_scores_gemma":[0.9993479,0.00000214803,0.000142658,0.0003597709,0.0000184829,0.000008210533,1.029665e-7,0.00000179533,0.000118957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200563,"threshold_uncertainty_score":0.9905115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345106102599009,"score_gpt":0.2476216389487433,"score_spread":0.2341705779227533,"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."}}