{"id":"W2017087274","doi":"10.1016/j.ecss.2010.02.019","title":"The concept of ecological succession applied to phytoplankton over four consecutive years in five ponds featuring a salinity gradient","year":2010,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université de Franche-Comté; McGill University","keywords":"Phytoplankton; Salinity; Ecological succession; Dunaliella salina; Chlorophyta; Biomass (ecology); Ecology; Oceanography; Chlorophyceae; Biology; Environmental science; Nutrient; Algae; Geology","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":[0.004425226,0.0002410188,0.000410844,0.001588796,0.001312229,0.0008940677,0.0005898963,0.0004798016,0.0007729012],"category_scores_gemma":[0.007064882,0.000196931,0.0005309896,0.001060187,0.002080408,0.001079104,0.001565105,0.0003890292,0.00006163726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633324,"about_ca_system_score_gemma":0.001129251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00778781,"about_ca_topic_score_gemma":0.01781804,"domain_scores_codex":[0.9991875,0.0003359469,0.0001074241,0.0001684628,0.00009918976,0.0001013815],"domain_scores_gemma":[0.9972299,0.001357577,0.0005313222,0.0001424734,0.000362145,0.0003766611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009722856,0.0001888244,0.9540627,0.0001237428,0.0001194967,0.0004012986,0.00227846,0.00559232,0.009521765,0.004157926,0.0001385732,0.02244264],"study_design_scores_gemma":[0.00002619581,0.0008255391,0.9670197,0.00002994984,0.00006514676,0.0007066087,0.003275571,0.02288655,0.00105921,0.003562656,0.0005122822,0.00003041498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962146,0.00007450635,0.002956644,0.00002623258,0.00001120903,0.00003474483,0.00004684085,0.000004841269,0.0006304221],"genre_scores_gemma":[0.9985576,0.00002050618,0.001277696,0.00000796034,0.000002372869,0.00001821363,0.00003481589,8.505989e-7,0.0000799557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00778781,"threshold_uncertainty_score":0.02340311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00595489276263533,"score_gpt":0.2248216966749789,"score_spread":0.2188668039123436,"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."}}