{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359342,0.0002632017,0.0003711433,0.0003705635,0.001139989,0.0004382989,0.0004214186,0.0005112906,0.0008865125],"category_scores_gemma":[0.0001826133,0.000289235,0.0002501536,0.0003476271,0.0006119577,0.0002853179,0.0006396588,0.0003140018,0.0001144052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004688279,"about_ca_system_score_gemma":0.0009169491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04635145,"about_ca_topic_score_gemma":0.07631622,"domain_scores_codex":[0.9999475,0.000005114789,0.000002977835,0.00001335823,0.000009717251,0.0000212081],"domain_scores_gemma":[0.9998907,0.00001574829,0.00001319856,0.000003899103,0.00002237277,0.00005402736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257497,0.0003809123,0.6205493,0.000106699,0.0001300692,0.002600021,0.00480779,0.0023903,0.3590027,0.000168652,0.0002903795,0.008315729],"study_design_scores_gemma":[0.000008329219,0.0001900785,0.9949468,0.000002761535,0.00001629816,0.0001155246,0.001448948,0.002269576,0.0008880972,0.00002888512,0.00007600982,0.000008821343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999022,0.000003682012,0.00001702388,0.000005012338,4.734689e-7,0.00000102008,0.00001048622,7.868819e-7,0.00005924201],"genre_scores_gemma":[0.9997627,0.000007078322,0.00003132038,0.000008590046,9.049198e-7,0.000003101546,0.00002927019,6.974477e-7,0.0001563209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04635145,"threshold_uncertainty_score":0.09216326,"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."}}