{"id":"W3021041678","doi":"","title":"Macrophyte communities as an important seasonal sink for P and N in an urban and agricultural watershed in Southern Ontario.","year":2009,"lang":"en","type":"article","venue":"AGUSM","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Watershed; Sink (geography); Macrophyte; Environmental science; Agriculture; Geography; Water resource management; Hydrology (agriculture); Ecology; Biology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403543,0.0001092834,0.0001549539,0.00001029379,0.0001295184,0.0000598267,0.0000973416,0.00009689017,0.00008333875],"category_scores_gemma":[0.000002927575,0.0000427793,0.00001921752,0.00005369011,0.00005538642,0.0002056882,0.00002202295,0.0001166853,0.000002828842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000221562,"about_ca_system_score_gemma":0.000007331444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03727029,"about_ca_topic_score_gemma":0.8133664,"domain_scores_codex":[0.9993473,0.00005707042,0.0001499597,0.0001568329,0.00003965477,0.0002492077],"domain_scores_gemma":[0.9998069,0.00003397895,0.00003631511,0.00003243292,0.00001714075,0.00007325687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001997852,0.0001347072,0.9766611,0.000003337107,0.000003992631,0.00001251131,0.00848751,0.000001377035,0.007726606,0.0003255867,0.0000734333,0.006370038],"study_design_scores_gemma":[0.0003317525,0.0008934,0.989415,0.000007303686,0.000003143357,0.00001123345,0.006475066,0.0001423943,0.0001444076,0.001683666,0.0007420899,0.0001505263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998809,0.00005882696,3.197272e-8,0.0007180072,0.00002515188,0.0001927191,0.00001829228,0.0000143616,0.0001636344],"genre_scores_gemma":[0.9988673,0.00000684754,0.00004899529,0.0006652052,0.00006072265,0.00001464173,0.0001504321,4.825669e-7,0.0001853319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7760961,"threshold_uncertainty_score":0.9691406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937082356948704,"score_gpt":0.2050938787550144,"score_spread":0.1857230551855274,"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."}}