{"id":"W4402944907","doi":"10.1016/j.jglr.2024.102444","title":"Watershed inputs of suspended sediment drive patterns of total phosphorus in Chequamegon Bay, Lake Superior","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Bay; Sediment; Phosphorus; Environmental science; Hydrology (agriculture); Geology; Oceanography; Geomorphology; Geotechnical engineering; Chemistry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001744182,0.0001974891,0.0001899531,0.0004249148,0.0004552927,0.000657853,0.0002431336,0.0003396198,0.0009672085],"category_scores_gemma":[0.000771222,0.0002023506,0.0002138003,0.0007366181,0.000400325,0.0003734631,0.000715768,0.0002412984,0.00009965739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291817,"about_ca_system_score_gemma":0.001154694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2534599,"about_ca_topic_score_gemma":0.3611009,"domain_scores_codex":[0.9998901,0.00001328618,0.000007715457,0.00003885057,0.00002038428,0.00002966216],"domain_scores_gemma":[0.9995697,0.00006151642,0.000132985,0.00002081839,0.0001188309,0.00009617406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003974278,0.00001896953,0.9938783,0.00001010903,0.00002836823,0.00008399598,0.0005638538,0.0002865088,0.003039761,0.00005216254,0.0002255756,0.001772692],"study_design_scores_gemma":[0.000002137811,0.000008707313,0.9988895,0.000002324816,0.000005191001,0.00000814256,0.0002426661,0.000670969,0.00004638387,0.00001773886,0.0001037847,0.00000240027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996868,0.00001041424,0.0000170288,0.00003569421,6.755457e-7,0.000001970531,0.00009756455,0.000003441557,0.0001463912],"genre_scores_gemma":[0.9995628,0.00001419702,0.00005656606,0.00001511418,0.000001280163,0.000005161868,0.0001693909,0.000001718033,0.0001737588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7465401,"threshold_uncertainty_score":0.5039691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334653475166622,"score_gpt":0.2956951268771237,"score_spread":0.2723485921254575,"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."}}