{"id":"W2393111324","doi":"","title":"Characteristics of precipitation variation and the abrupt change over Qinghai in recent 45 years","year":2012,"lang":"en","type":"article","venue":"Ganhanqu ziyuan yu huanjing","topic":"Environmental Changes in China","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Precipitation; Climatology; Environmental science; Physical geography; Geography; Geology; Meteorology","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":[0.0009010341,0.0001245617,0.0001634568,0.00004556741,0.00006117782,0.00001655527,0.0001376611,0.0000756122,0.0005059757],"category_scores_gemma":[0.0000917328,0.0001070109,0.00002711111,0.000176297,0.0002065504,0.0004234494,0.0001840784,0.000147062,0.00005768453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032709,"about_ca_system_score_gemma":0.000001913094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002381551,"about_ca_topic_score_gemma":0.00005841294,"domain_scores_codex":[0.9988471,0.0001267638,0.0002631357,0.0001920281,0.0002950898,0.0002759378],"domain_scores_gemma":[0.9994104,0.0001281249,0.0001870979,0.0002079826,0.000002739494,0.00006368569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007242729,0.0001101158,0.9282103,0.00002652777,0.00001017975,0.000001133127,0.03343204,0.00002713866,0.004644821,0.0002255424,0.00004634559,0.03319339],"study_design_scores_gemma":[0.000634286,0.00002356445,0.9970413,0.00003222909,0.00001821905,0.00000280086,0.0001433166,0.0005581949,0.0004487851,0.0002541659,0.0007230298,0.000120079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99778,0.0001926068,0.0002401379,0.0001931909,0.0003064519,0.0003910275,0.000008827804,0.00001427213,0.0008735463],"genre_scores_gemma":[0.9983458,0.000484216,0.000642758,0.0002613737,0.0001472883,0.00003945914,0.00001049922,0.00001998367,0.0000486313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06883099,"threshold_uncertainty_score":0.5540079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077675163840537,"score_gpt":0.2477107868148415,"score_spread":0.2269340351764361,"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."}}