{"id":"W4387429284","doi":"10.1007/s11368-023-03661-1","title":"Suppression of phosphorus release and acceleration of sediment consolidation via exposure to sunlight and air (sunbathing)","year":2023,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Key Technologies Research and Development Program","keywords":"Sunbathing; Sediment; Environmental science; Nutrient; Phosphorus; Algal bloom; Algae; Eutrophication; Environmental chemistry; Phytoplankton; Hydrology (agriculture); Oceanography; Ecology; Geology; Chemistry; Biology; Geomorphology","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":[0.0001272769,0.0002916007,0.0003647943,0.0001278992,0.0002159212,0.0003621967,0.0002719036,0.0003600061,0.003351949],"category_scores_gemma":[0.000214211,0.0002252043,0.0003806995,0.0001195881,0.0004210959,0.0002452745,0.0003454683,0.0006927549,0.0002022912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833582,"about_ca_system_score_gemma":0.0003745429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031995,"about_ca_topic_score_gemma":0.001781977,"domain_scores_codex":[0.9999084,0.0000152271,0.000006321911,0.00002347325,0.000009904833,0.00003659981],"domain_scores_gemma":[0.9997488,0.00005447214,0.00005167525,0.0000354598,0.00001583885,0.00009375499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006990668,0.0001939551,0.00066854,0.00004802286,0.00001261793,0.0000639724,0.00004355667,0.00004706743,0.9872503,0.00006286257,0.00006874609,0.004549654],"study_design_scores_gemma":[0.0004031085,0.006014452,0.07519009,0.00001068325,0.00005141353,0.0002400121,0.0001894882,0.0009719468,0.9153104,0.0001920858,0.001401469,0.0000248909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987642,0.0003112756,0.0004151904,0.0000649031,0.00003968193,0.00001272096,0.00006210373,0.00003471598,0.0002952719],"genre_scores_gemma":[0.9979118,0.0001661383,0.0004590513,0.00004602906,0.00002280947,0.00002337003,0.0000792131,0.00001230743,0.001279306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351949,"threshold_uncertainty_score":0.01121342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008868712084847396,"score_gpt":0.232200305195797,"score_spread":0.2233315931109496,"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."}}