{"id":"W4406062413","doi":"10.1016/j.jglr.2024.102502","title":"Lake Superior: Current conditions, trends, and emerging threats – Foreword to the special section","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wisconsin Department of Natural Resources; National Oceanic and Atmospheric Administration; U.S. Environmental Protection Agency","keywords":"Section (typography); Current (fluid); Special section; Environmental science; Geography; Oceanography; Geology; Business; Engineering; Engineering physics; Advertising","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":[0.000737372,0.000497775,0.0005198209,0.001253719,0.001054938,0.002871337,0.0007624638,0.002203656,0.02591635],"category_scores_gemma":[0.002040196,0.0002594129,0.0004717568,0.001243495,0.0005964564,0.001819714,0.001605678,0.001860941,0.007568966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094438,"about_ca_system_score_gemma":0.002457821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008912681,"about_ca_topic_score_gemma":0.02205075,"domain_scores_codex":[0.9996704,0.00002735371,0.00004686852,0.00003797763,0.0001733007,0.0000442038],"domain_scores_gemma":[0.9982172,0.000201141,0.00016566,0.00004607244,0.0009430855,0.0004269071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001822281,0.00001985277,0.001940439,0.000304712,0.000006944191,0.0001023608,0.00007336048,0.00003059435,0.0002687208,0.0003153981,0.960952,0.03596748],"study_design_scores_gemma":[0.000008137844,0.0000717335,0.01664403,0.0007452341,0.00002148752,0.0003531111,0.0005056093,0.0001228849,0.0001772006,0.0007085809,0.9806183,0.00002368669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01510748,0.1181376,0.0008247574,0.4361673,0.3735745,0.0002368917,0.003130192,0.000571843,0.05224946],"genre_scores_gemma":[0.04829313,0.1712925,0.002396762,0.0946916,0.4802982,0.0002760728,0.007977749,0.0004709912,0.1943031],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02591635,"threshold_uncertainty_score":0.08669877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490644839118138,"score_gpt":0.3567386767448193,"score_spread":0.3218322283536379,"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."}}