{"id":"W1995185530","doi":"10.1007/bf02901743","title":"Dynamics of sediment resuspension and the conceptual schema of nutrient release in the large shallow Lake Taihu, China","year":2004,"lang":"en","type":"article","venue":"Chinese Science Bulletin","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":265,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Sediment; Hydrology (agriculture); Nutrient; Geology; Shear stress; Waves and shallow water; Environmental science; Geomorphology; Oceanography; Geotechnical engineering; Ecology","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":[0.00185552,0.0001086431,0.0001851792,0.00005433676,0.0002235614,0.00002592322,0.000455283,0.00002816816,0.0006172019],"category_scores_gemma":[0.0002403562,0.00005131743,0.00005814702,0.0007221039,0.001583084,0.00006042888,0.00005693363,0.0001307653,0.00001070179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006615179,"about_ca_system_score_gemma":0.00005721923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326788,"about_ca_topic_score_gemma":0.003785612,"domain_scores_codex":[0.998677,0.00006019109,0.000274757,0.0002375751,0.0005154025,0.000235034],"domain_scores_gemma":[0.9994215,0.00009875359,0.0001307976,0.0002451302,0.00004310369,0.00006065539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000802179,0.0005677749,0.9468061,0.0001236858,0.0000348478,0.00004446858,0.01450407,0.01151201,0.002233232,0.0209328,0.0003508924,0.002087993],"study_design_scores_gemma":[0.005917802,0.00029455,0.9427417,0.000151988,0.00005178476,0.00004843168,0.01192939,0.01996794,0.003986728,0.01306903,0.001501929,0.0003387255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899038,0.00023603,0.00002192438,0.007478303,0.00003874188,0.0001609943,0.00005506074,0.000003804661,0.002101321],"genre_scores_gemma":[0.9995377,0.00004951346,0.0001337202,0.0001728142,0.00001753942,0.000001331157,0.00004375893,9.756609e-7,0.00004263216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009633895,"threshold_uncertainty_score":0.6757928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003834870850998683,"score_gpt":0.1972889835187614,"score_spread":0.1934541126677627,"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."}}