{"id":"W2077084044","doi":"10.4028/www.scientific.net/amr.830.353","title":"Response of Carbon Sink Dynamic Behaviors to River Flood in Karst Area – A Case Study in the Li River of Guilin","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of General Surgeons","funders":"","keywords":"Karst; Carbon sink; Sink (geography); Hydrology (agriculture); Flood myth; Environmental science; Surface runoff; Floodplain; Carbon dioxide; Geology; Climate change; Chemistry; Ecology; Geography; Geotechnical engineering","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":[0.003511579,0.0001239982,0.000377873,0.0004717023,0.00005348675,0.00002286259,0.000403877,0.00008017208,0.0005331187],"category_scores_gemma":[0.000286754,0.00008687073,0.00002358469,0.00060295,0.0002408771,0.0001309011,0.00006788162,0.0001540485,0.00005521054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668752,"about_ca_system_score_gemma":0.00007105444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1553851,"about_ca_topic_score_gemma":0.05663805,"domain_scores_codex":[0.9963892,0.001856023,0.0005435844,0.0003092361,0.0004478428,0.0004540861],"domain_scores_gemma":[0.9985999,0.0006395472,0.00008497611,0.000471244,0.0001330448,0.00007129563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001848899,0.0004761982,0.6967586,0.00007852612,0.00001491194,0.002214747,0.02395571,0.00249732,0.2700785,0.0000074372,0.00002040067,0.002048821],"study_design_scores_gemma":[0.001051176,0.001513626,0.9815537,0.00006525144,0.000005376089,0.0001267296,0.008533162,0.0003179788,0.00643697,0.0002355638,0.00002838637,0.0001320459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978332,0.0000743433,4.499039e-7,0.0001209335,0.0001216575,0.001690043,0.00007795133,0.000005476343,0.00007596224],"genre_scores_gemma":[0.9996946,0.0000115423,0.0001258101,0.00001415619,0.00000987595,0.00005734251,0.000009428368,0.000005566995,0.00007161954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847952,"threshold_uncertainty_score":0.9605759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924853872942757,"score_gpt":0.3359001354487574,"score_spread":0.2966515967193298,"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."}}