{"id":"W4225420227","doi":"10.1016/j.envpol.2022.119411","title":"Phytoplankton community composition, carbon sequestration, and associated regulatory mechanisms in a floodplain lake system","year":2022,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; National Natural Science Foundation of China; McGill University","keywords":"Phytoplankton; Floodplain; Environmental science; Productivity; Carbon sequestration; Primary production; Dry season; Photosynthesis; Ecology; Carbon fixation; Hydrology (agriculture); Ecosystem; Environmental chemistry; Biology; Chemistry; Botany; Nutrient; Carbon dioxide; 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":[0.0001547615,0.0001192574,0.0002248224,0.0004589569,0.000827406,0.0004809868,0.000208296,0.0002313765,0.0009939858],"category_scores_gemma":[0.0002826564,0.0002223725,0.0001460941,0.0003755073,0.0006009706,0.0003354157,0.000561234,0.0001925586,0.00009059439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004158,"about_ca_system_score_gemma":0.0005563454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03988813,"about_ca_topic_score_gemma":0.07423229,"domain_scores_codex":[0.999949,0.0000103677,0.000003325739,0.00001443109,0.000008566937,0.00001430083],"domain_scores_gemma":[0.9998228,0.00003117225,0.00004205913,0.000006331862,0.00002854646,0.00006905546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001265021,0.0002195504,0.853664,0.00005670478,0.0001345104,0.000298,0.002199219,0.002275042,0.1352025,0.0003045688,0.0002158669,0.004165019],"study_design_scores_gemma":[0.000009108518,0.00005669014,0.9973694,0.00000113178,0.0000116166,0.00002660101,0.000359443,0.001516199,0.000554952,0.00003893214,0.00005161971,0.000004339656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999142,0.000004552338,0.00001078274,0.000004482761,1.063456e-7,5.91106e-7,0.00002293901,9.98777e-7,0.00004139959],"genre_scores_gemma":[0.999793,0.000005774909,0.00002820567,0.000005187314,3.624087e-7,0.000001823301,0.00003890697,7.02393e-7,0.0001261547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03988813,"threshold_uncertainty_score":0.07931197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005553995670311748,"score_gpt":0.1562588782841096,"score_spread":0.1507048826137978,"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."}}