{"id":"W3049081622","doi":"","title":"The Impact of Landuse Change on Regional Climate in Western Canada Simulated by a Convection-Permitting Regional Climate Model","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","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; Climatology; Land use; Land use, land-use change and forestry; Environmental science; Transient climate simulation; General Circulation Model; Geography; Physical geography; Geology","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":[0.0005293573,0.0006611585,0.0005615569,0.0005580061,0.001875272,0.001951832,0.001791087,0.001342137,0.00289964],"category_scores_gemma":[0.00179662,0.0005178346,0.0009605835,0.001044437,0.001127894,0.0006808148,0.0006152317,0.001079142,0.0002677423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02860311,"about_ca_system_score_gemma":0.01941061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992199,"about_ca_topic_score_gemma":0.9884045,"domain_scores_codex":[0.9996772,0.00005447011,0.00001772969,0.00006788944,0.00005086391,0.0001318446],"domain_scores_gemma":[0.999029,0.0001795166,0.00007295513,0.00004442021,0.0003649061,0.0003091344],"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":[0.0007247936,0.0003079473,0.1164381,0.00007272082,0.0003053594,0.0002907946,0.0002312465,0.8691137,0.002437422,0.001835222,0.004759255,0.003483425],"study_design_scores_gemma":[0.0003637609,0.00009140524,0.1074539,0.00002500639,0.0001611531,0.00003656336,0.0007041391,0.8877434,0.0008986584,0.0003567542,0.002064068,0.0001012972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944776,0.00009215437,0.0001667143,0.0004123976,0.00002522399,0.00001790695,0.001927474,0.00009241638,0.002788054],"genre_scores_gemma":[0.9975364,0.00007472676,0.0002625175,0.0000626263,0.000005398218,0.000008618638,0.001021559,0.00002401935,0.001004153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02860311,"threshold_uncertainty_score":0.2075311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04982527915385756,"score_gpt":0.2665636434437448,"score_spread":0.2167383642898873,"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."}}