{"id":"W4238007709","doi":"10.1371/journal.pone.0100889","title":"Diversity and Above-Ground Biomass Patterns of Vascular Flora Induced by Flooding in the Drawdown Area of China's Three Gorges Reservoir","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Fundamental Research Funds for the Central Universities; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Environmental science; Biomass (ecology); Hydrology (agriculture); Water level; Riparian zone; Vegetation (pathology); Drawdown (hydrology); Ecology; Flooding (psychology); Groundwater; Geology; Biology; Geography; Habitat; Aquifer","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":[0.0004400643,0.00008780949,0.0001880942,0.00002760457,0.0002134887,0.000004162702,0.000284698,0.00007203807,0.0001674426],"category_scores_gemma":[0.00002632849,0.00006604553,0.00002521745,0.0001292579,0.0001334649,0.000159698,0.000251925,0.0001073042,0.000002843687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001096521,"about_ca_system_score_gemma":0.000002261708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204873,"about_ca_topic_score_gemma":0.0011955,"domain_scores_codex":[0.9991522,0.00005680523,0.0001492375,0.0001840316,0.0003132591,0.0001445082],"domain_scores_gemma":[0.9996432,0.00006128192,0.00006432089,0.0001955042,0.00000544034,0.00003023449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001653287,0.0004450901,0.9271775,0.00008009784,0.00004547705,0.000001144392,0.002422543,0.00001295994,0.06971293,0.00001418457,0.000003886398,0.00006765143],"study_design_scores_gemma":[0.0003946655,0.0001290197,0.9610057,0.00004796038,0.00006611341,2.026303e-7,0.00007310123,0.0002777947,0.03742038,0.0004899391,0.00001362285,0.00008144748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990849,0.00007032948,0.0001116152,0.000291671,0.000008583374,0.0001388727,0.00001117802,0.000007842814,0.0002750055],"genre_scores_gemma":[0.9998234,0.00005068392,0.00004983419,0.00004598451,0.000006847963,0.000004510063,0.000007194255,0.000004089654,0.000007452965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03382824,"threshold_uncertainty_score":0.3097081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746315999912,"score_gpt":0.1959326252747821,"score_spread":0.1684694652756621,"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."}}