{"id":"W2121211164","doi":"10.1002/2014wr016169","title":"Ecohydrologic role of solar radiation on landscape evolution","year":2015,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"National Aeronautics and Space Administration","keywords":"Vegetation (pathology); Environmental science; Fluvial; Erosion; Hydrology (agriculture); Geology; Physical geography; Geomorphology; Structural basin; Geography","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":[0.002959723,0.00009472351,0.0001747568,0.0004674198,0.0002153593,0.00002954846,0.0003821939,0.000195045,0.001328422],"category_scores_gemma":[0.0002006486,0.00006014455,0.00004153306,0.0002917041,0.000342222,0.00009858584,0.0000446817,0.0004775752,0.003071788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003984622,"about_ca_system_score_gemma":0.00004304562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007860669,"about_ca_topic_score_gemma":0.0005638384,"domain_scores_codex":[0.9971829,0.0009983437,0.0001916206,0.0002802463,0.0006855314,0.0006613618],"domain_scores_gemma":[0.9990658,0.000275115,0.00002959526,0.0002677462,0.0001638702,0.0001978441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003616205,0.0000289975,0.9939156,0.00001083384,0.00001410105,0.00001392614,0.00140208,0.002478274,0.0001197496,0.00005293253,0.0003254998,0.001276386],"study_design_scores_gemma":[0.00139749,0.002857988,0.8776833,0.00002143269,0.0000103423,0.00006338992,0.001865978,0.04171168,0.0105769,0.02263862,0.04089439,0.0002784411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546693,0.0009285746,0.000002763109,0.0005442649,0.00006411297,0.0001799061,0.00001010999,0.00002443573,0.04357652],"genre_scores_gemma":[0.9991107,0.00002789119,0.00002427543,0.00002399727,0.0000752882,0.000003964452,0.0001049037,0.000003113084,0.000625884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162322,"threshold_uncertainty_score":0.9995845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330138454571263,"score_gpt":0.2808353799347127,"score_spread":0.2375339953890001,"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."}}