{"id":"W2376056968","doi":"","title":"Regional characteristics of climatic change trend and abrupt change in Ningxia plain oasis","year":2010,"lang":"en","type":"article","venue":"Ganhanqu ziyuan yu huanjing","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Precipitation; Climate change; Environmental science; Climatology; Trend analysis; Global warming; Coastal plain; Physical geography; Geography; Geology; Meteorology; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.0004473201,0.0001856293,0.0003316347,0.0002431699,0.0001144715,0.00005304378,0.0001333229,0.0001372644,0.0002740617],"category_scores_gemma":[0.00007263067,0.0001587306,0.00005005092,0.0002390709,0.0001147813,0.0002204994,0.00001737494,0.0003072936,0.0000240192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003201475,"about_ca_system_score_gemma":0.00001520493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00351115,"about_ca_topic_score_gemma":0.01650896,"domain_scores_codex":[0.998702,0.0000604388,0.0003442185,0.0002873056,0.0002236771,0.0003822968],"domain_scores_gemma":[0.9992637,0.0001829823,0.0001736217,0.0002110954,0.00002244677,0.0001461764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004190058,0.00002217097,0.6798869,0.00009374228,0.00001043373,0.0000346052,0.005103333,0.000001315023,0.0005085972,0.00003855462,0.00003302406,0.3142255],"study_design_scores_gemma":[0.0003386374,0.00007949503,0.9863091,0.0001569661,0.00001658858,0.00005563095,0.0002315175,0.01107675,0.00007511308,0.00009488722,0.001357139,0.0002081687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977223,0.0002619076,0.000004901544,0.0002970834,0.0004422287,0.0001641707,0.00005410012,0.00003278427,0.001020483],"genre_scores_gemma":[0.9980452,0.0002414558,0.0008177358,0.0002746895,0.0004343131,8.747482e-7,0.0001328751,0.000008965532,0.00004386422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140173,"threshold_uncertainty_score":0.9212387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04694291937190008,"score_gpt":0.2492959758244787,"score_spread":0.2023530564525786,"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."}}