{"id":"W6884330478","doi":"10.1021/acs.est.0c00383.s001","title":"Lake\\nHuron’s Phosphorus Contributions to the\\nSt. Clair–Detroit River Great Lakes Connecting Channel","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Channel (broadcasting); Turbidity; Phosphorus; Shelf ice; Structural basin; Sampling (signal processing); Drainage basin","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":[0.0001257806,0.0001792109,0.00009148989,0.0003301074,0.0007590287,0.0008983947,0.0002726795,0.000174465,0.004089524],"category_scores_gemma":[0.0003968753,0.0001280789,0.0001720199,0.000422465,0.0002716996,0.0002618181,0.000605038,0.0002204854,0.0002880402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004711598,"about_ca_system_score_gemma":0.003673931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8082537,"about_ca_topic_score_gemma":0.9364434,"domain_scores_codex":[0.9999077,0.000007125346,0.000002722806,0.00002189345,0.00004113035,0.00001937814],"domain_scores_gemma":[0.9998775,0.000009772559,0.00002127364,0.000006683394,0.00005701313,0.00002789245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007018282,0.0000490648,0.8830764,0.00009415379,0.0001387026,0.0003294059,0.001206848,0.008810238,0.007917872,0.003093243,0.02126194,0.07395178],"study_design_scores_gemma":[0.000007077737,0.0000123786,0.9677568,0.00001906049,0.00002033568,0.00003804604,0.0006489984,0.01412598,0.001022035,0.0003722765,0.01596441,0.00001255391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544912,0.0002714281,0.001081287,0.001659657,0.00003445569,0.00002530867,0.003602553,0.0001757521,0.03865825],"genre_scores_gemma":[0.9826087,0.0001867796,0.001220479,0.0001443202,0.00001193424,0.00001223109,0.001611332,0.00003045733,0.0141738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917463,"threshold_uncertainty_score":0.385751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969276222810819,"score_gpt":0.23090104508132,"score_spread":0.2112082828532118,"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."}}