{"id":"W1927516852","doi":"10.1002/joc.4006","title":"Projected changes in characteristics of precipitation spatial structures over North America","year":2014,"lang":"en","type":"article","venue":"International Journal of Climatology","topic":"Climate variability and models","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Precipitation; Climatology; Homogeneous; Environmental science; Climate model; Climate change; Geography; Geology; Physics; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004151562,0.0002350242,0.0001729526,0.0004374358,0.0003446798,0.0005291089,0.0003752214,0.0002990285,0.0004650911],"category_scores_gemma":[0.00133347,0.0002299264,0.0003404727,0.0009184491,0.0002724116,0.0002216274,0.0002419473,0.0002008674,0.00006610451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311622,"about_ca_system_score_gemma":0.001605657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5232576,"about_ca_topic_score_gemma":0.5003219,"domain_scores_codex":[0.9998572,0.00002594959,0.000007575104,0.0000430253,0.00003704869,0.00002912798],"domain_scores_gemma":[0.9995627,0.0000655783,0.00007140241,0.00004236343,0.000223169,0.0000348624],"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":[0.0001636993,0.00005704489,0.7361174,0.00004683108,0.0001549711,0.0001501463,0.0002371154,0.2461736,0.00497786,0.000539836,0.00147045,0.009911087],"study_design_scores_gemma":[0.00002274343,0.00002128981,0.8768111,0.000005537172,0.00002184658,0.00003568896,0.0001130512,0.1207701,0.000970842,0.000119329,0.001091897,0.00001655104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978653,0.00003381593,0.0003422009,0.00005772171,0.000002456653,0.000006747731,0.001149303,0.0000515659,0.0004908861],"genre_scores_gemma":[0.9982035,0.00002829634,0.0004595884,0.00000819547,0.00000127847,0.000007411698,0.001171805,0.000005070291,0.0001146958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5232576,"threshold_uncertainty_score":0.9591002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134500450008472,"score_gpt":0.269049997147829,"score_spread":0.2577049926477443,"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."}}