{"id":"W3019433079","doi":"","title":"The Impact of Landuse Change on Regional Climate in the Canadian Prairies Simulated by a Convection-Permitting Regional Climate Model","year":2018,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Climate model; Environmental science; Land use; Climatology; Land use, land-use change and forestry; General Circulation Model; Physical geography; Geography; Hydrology (agriculture); Geology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006248915,0.0005464116,0.0004634908,0.0004672864,0.001445785,0.00141851,0.001739732,0.001247036,0.002166708],"category_scores_gemma":[0.002163148,0.0005156671,0.0009498644,0.0007392808,0.001064207,0.0006994398,0.0006444489,0.00101758,0.0001675612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400397,"about_ca_system_score_gemma":0.01016615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9736813,"about_ca_topic_score_gemma":0.9660361,"domain_scores_codex":[0.9996682,0.00005842423,0.00001511682,0.00007202591,0.00004849571,0.0001377306],"domain_scores_gemma":[0.9992883,0.0001760229,0.0000597529,0.00005511413,0.0002237781,0.0001969715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003856524,0.0001952612,0.08354189,0.0000592078,0.0002645954,0.0001800667,0.0001883757,0.9043348,0.002593193,0.00196948,0.002562397,0.003725039],"study_design_scores_gemma":[0.0001971185,0.00006658644,0.106808,0.0000158388,0.0001350426,0.00003039463,0.0003287912,0.8898448,0.0006638814,0.0003839093,0.001451526,0.00007427128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955142,0.00009290713,0.0002780324,0.0004036337,0.00002053693,0.00001304001,0.001117488,0.0000781601,0.002482018],"genre_scores_gemma":[0.9985788,0.00005461504,0.0002649772,0.00004188111,0.000004328445,0.000005756768,0.0005121335,0.00001943224,0.0005181795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02631873,"threshold_uncertainty_score":0.1016064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09823565795543818,"score_gpt":0.3060769646026478,"score_spread":0.2078413066472096,"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."}}