{"id":"W2895054403","doi":"10.1007/s11356-018-3047-2","title":"Biomechanical response of a submerged, rosette-forming macrophyte to wave action in a eutrophic lake on the Yungui Plateau, China","year":2018,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Koninklijk Nederlands Instituut voor Onderzoek der Zee; University of British Columbia; National Natural Science Foundation of China","keywords":"Eutrophication; Macrophyte; Transect; Ecology; Habitat; Aquatic plant; Rosette (schizont appearance); Plateau (mathematics); Environmental science; Nutrient; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005272103,0.000122478,0.0001185967,0.0002740324,0.0006589449,0.00004960888,0.0003499773,0.00006189876,0.0008264028],"category_scores_gemma":[0.0002420712,0.00008822579,0.00002786356,0.001415467,0.001558828,0.0002400179,0.0007273419,0.0002656322,0.0004446742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006621989,"about_ca_system_score_gemma":0.00003202846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007012987,"about_ca_topic_score_gemma":0.002627781,"domain_scores_codex":[0.9970787,0.0002931083,0.0002408792,0.0004673152,0.001306354,0.0006136557],"domain_scores_gemma":[0.9993314,0.00007178313,0.00005277531,0.000337104,0.000006768956,0.000200151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008103231,0.0001087507,0.006260892,0.000003786092,0.000002154073,0.000008474639,0.0009059739,0.0001073246,0.9786044,0.0001110475,0.0002070217,0.01286985],"study_design_scores_gemma":[0.0003964143,0.001261766,0.9166659,0.00004828198,0.000002388726,0.00003014178,0.0009987395,0.01391786,0.06199358,0.0002918553,0.00418514,0.000207908],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968963,0.000007450332,0.0000442855,0.001826212,0.00009799038,0.0004692498,0.00003969875,0.00000784014,0.0006109246],"genre_scores_gemma":[0.9993501,0.00003093545,0.00007672304,0.000123848,0.00003711976,0.00002966872,0.000001564755,0.000008861897,0.0003411266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9166108,"threshold_uncertainty_score":0.9048531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908336033203744,"score_gpt":0.306695943522152,"score_spread":0.2676125831901145,"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."}}