{"id":"W3214010051","doi":"10.3390/w13223151","title":"Anthropogenic and Climate-Exacerbated Landscape Disturbances Converge to Alter Phosphorus Bioavailability in an Oligotrophic River","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures; UK Research and Innovation","keywords":"Environmental science; Sediment; Phosphorus; Nutrient; Tributary; Disturbance (geology); Hydrology (agriculture); Effluent; Water quality; Particulates; Environmental chemistry; Environmental engineering; Ecology; Chemistry; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001134236,0.0001340557,0.0001531732,0.0003408401,0.0004095856,0.0005931123,0.0001181452,0.0001768691,0.0004374447],"category_scores_gemma":[0.0001841608,0.0001537857,0.0001248947,0.0004010706,0.0003908199,0.0002417488,0.0003722317,0.0001639255,0.00006705873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005822929,"about_ca_system_score_gemma":0.0004798174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.024462,"about_ca_topic_score_gemma":0.06899386,"domain_scores_codex":[0.999911,0.00001093817,0.000009064848,0.00003328085,0.00001824702,0.00001755784],"domain_scores_gemma":[0.9998775,0.00001037191,0.0000502604,0.000007228457,0.00002844792,0.00002609667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000959758,0.00004627063,0.9380288,0.00002825237,0.00006075482,0.0001550328,0.000373319,0.000480858,0.05385309,0.000068164,0.00007013246,0.006739336],"study_design_scores_gemma":[7.248129e-7,0.00002100079,0.9990733,0.000001119041,0.000004423568,0.00002124696,0.0002031292,0.0001492854,0.0004018843,0.00001493491,0.0001073709,0.000001412615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995678,0.00003736911,0.00006189539,0.000008260523,7.338555e-7,0.000001981391,0.00004412535,0.000002282946,0.0002755116],"genre_scores_gemma":[0.9996087,0.00005134499,0.00009870267,0.00001370347,0.000001233903,0.000003071541,0.0000689938,0.000001098372,0.000153248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.024462,"threshold_uncertainty_score":0.04863924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006772849125193976,"score_gpt":0.2201123122090445,"score_spread":0.2133394630838505,"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."}}