{"id":"W3160513122","doi":"10.1016/j.jhydrol.2021.126449","title":"Impacts of phosphorus loading temporal pattern on benthic algae growth in Lake Ontario","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Geological Survey","keywords":"Benthic zone; Algae; Phosphorus; Environmental science; Oceanography; Eutrophication; Hydrology (agriculture); Geology; Ecology; Nutrient; Biology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001585322,0.0001255856,0.0001592438,0.0003105137,0.001166555,0.0007169464,0.0002899747,0.0002890526,0.001862076],"category_scores_gemma":[0.0009647111,0.0002188561,0.0002060225,0.0004554019,0.0005820276,0.0003115206,0.0006463989,0.0002202837,0.0001531573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005699072,"about_ca_system_score_gemma":0.004788861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8244377,"about_ca_topic_score_gemma":0.9554695,"domain_scores_codex":[0.9998529,0.00001563463,0.000009730044,0.00002711015,0.00004167347,0.00005281793],"domain_scores_gemma":[0.9993473,0.0000944821,0.0001422015,0.00001721356,0.0002040379,0.0001946752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095587,0.00008330904,0.9697145,0.00003396899,0.00006503602,0.0003794131,0.001910495,0.000674875,0.02003087,0.0001285209,0.0006339129,0.005249475],"study_design_scores_gemma":[0.000003031883,0.0000197552,0.9988112,0.000001447875,0.000006611652,0.00001400759,0.0005794092,0.00019849,0.0001939926,0.00001106334,0.000158737,0.000002293357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992341,0.0000177211,0.0000219641,0.0000441982,0.000001521006,0.000002139691,0.0001576953,0.000001874432,0.0005187473],"genre_scores_gemma":[0.9987221,0.00002875022,0.00004861175,0.00001694911,0.000001108066,0.000004126678,0.0001297243,0.00000231963,0.001046223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1755623,"threshold_uncertainty_score":0.3531923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168487652343169,"score_gpt":0.229241165980467,"score_spread":0.2175562894570353,"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."}}