{"id":"W4416390298","doi":"10.3390/d17110797","title":"Ecological Restoration in Laurentian Great Lakes Wetlands: A Literature Review","year":2025,"lang":"en","type":"article","venue":"Diversity","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetland; Restoration ecology; Environmental restoration; Habitat; Ecosystem; Ecosystem services; Landscape ecology; Ecological health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760887,0.0006467103,0.001128417,0.008828425,0.0006122401,0.001761028,0.0008613791,0.0009933908,0.002488522],"category_scores_gemma":[0.004815702,0.0003499803,0.001033636,0.0111759,0.0007946255,0.001864331,0.0008259222,0.0007800414,0.000262912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349268,"about_ca_system_score_gemma":0.006758142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239464,"about_ca_topic_score_gemma":0.03056951,"domain_scores_codex":[0.9994067,0.0001271859,0.0002082614,0.00007644468,0.0001446488,0.00003678652],"domain_scores_gemma":[0.9946539,0.003616383,0.0007933812,0.00006016568,0.0007189043,0.0001572023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008262127,0.00008249232,0.002931641,0.191712,0.0004217993,0.0003995663,0.001199755,0.0003917181,0.0003673456,0.00197135,0.01734392,0.7830958],"study_design_scores_gemma":[0.00003059084,0.0002178286,0.04001257,0.3941331,0.003267774,0.002825588,0.003400286,0.0003761502,0.0004484317,0.002345239,0.5528526,0.00008978304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006053626,0.9983587,0.00006937337,0.0004015458,0.00007437079,0.000007301677,0.00004105939,0.000003956009,0.0004384603],"genre_scores_gemma":[0.003302449,0.9961628,0.000195441,0.0001669511,0.00006348489,0.000009959207,0.00003781973,0.000001071721,0.00006002592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9876054,"threshold_uncertainty_score":0.02464497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268341373757698,"score_gpt":0.2361587850983857,"score_spread":0.2234753713608087,"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."}}