{"id":"W2079684196","doi":"10.1525/bio.2010.60.8.5","title":"Direct and Terrestrial Vegetation-mediated Effects of Environmental Change on Aquatic Ecosystem Processes","year":2010,"lang":"en","type":"article","venue":"BioScience","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Terrestrial ecosystem; Ecosystem; Environmental science; Vegetation (pathology); Aquatic ecosystem; Environmental change; Terrestrial plant; Ecology; Climate change; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006392219,0.0003416608,0.0002768269,0.0006414992,0.0004739623,0.00107476,0.0002722449,0.0004341162,0.004763353],"category_scores_gemma":[0.001105132,0.0001586945,0.0005749747,0.0004385683,0.00110215,0.0007633578,0.001634812,0.0003308661,0.0001499136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007563817,"about_ca_system_score_gemma":0.0005380295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004113577,"about_ca_topic_score_gemma":0.01477353,"domain_scores_codex":[0.9996533,0.0001141768,0.00001585528,0.00007155511,0.00006600659,0.00007909098],"domain_scores_gemma":[0.9993062,0.0003073875,0.0001423959,0.00004789631,0.00008108703,0.0001150145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003377325,0.0003684253,0.6865939,0.001381355,0.001290788,0.001469413,0.001479679,0.03089095,0.07114176,0.04917217,0.001244543,0.1546294],"study_design_scores_gemma":[0.00001806248,0.0002699421,0.9768511,0.00008552385,0.0002286145,0.0002271606,0.00112105,0.004217206,0.002892676,0.01047505,0.003583259,0.0000303114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454526,0.003536076,0.004981773,0.0007469503,0.00003598684,0.00006713494,0.0004061773,0.00003189653,0.04474147],"genre_scores_gemma":[0.9970556,0.001201332,0.0007496927,0.00007762203,0.00002031497,0.00001615476,0.00005227454,0.000003667316,0.0008233376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004763353,"threshold_uncertainty_score":0.01593506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005702803268895647,"score_gpt":0.189079378649666,"score_spread":0.1833765753807704,"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."}}