{"id":"W2081129352","doi":"10.1080/14634988.2011.624970","title":"A review of selected ecosystem services provided by coastal wetlands of the Laurentian Great Lakes","year":2012,"lang":"en","type":"review","venue":"Aquatic Ecosystem Health & Management","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Waterfowl; Habitat; Ecosystem; Ecosystem services; Environmental science; Ecology; Wildlife; Fishery; Geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001626322,0.0005934591,0.002420741,0.0001004968,0.0001476966,0.00002357596,0.001177148,0.0001539983,0.0001477564],"category_scores_gemma":[0.000009491281,0.0003695072,0.0004550737,0.001120277,0.00003651421,0.0001325442,0.0006433962,0.0002172853,0.0001829197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686195,"about_ca_system_score_gemma":0.00008151802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007029328,"about_ca_topic_score_gemma":0.008567994,"domain_scores_codex":[0.9944405,0.001019664,0.002382093,0.0005937522,0.0008752561,0.0006887686],"domain_scores_gemma":[0.995579,0.00009559184,0.002920527,0.001164548,0.00002749877,0.0002128589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003326721,0.0001565681,0.003825984,0.8208255,0.0002637276,0.0000010895,0.0001165957,0.000001216776,2.950065e-8,0.00003687371,0.006993712,0.1677754],"study_design_scores_gemma":[0.000245522,0.00006856246,0.00006572045,0.1887052,0.00106182,0.00001310876,0.00004635294,0.0002181481,2.968539e-7,0.00001617802,0.809285,0.0002740794],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001940859,0.991603,0.00003016278,0.0001795272,0.000484378,0.006120252,0.0005081972,0.00004921475,0.0008312458],"genre_scores_gemma":[0.001961345,0.9961505,0.00006899257,0.0002036153,0.00003984869,0.0004492539,0.0006711099,0.00006428393,0.0003910852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8022913,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441370380750811,"score_gpt":0.257461965448628,"score_spread":0.2430482616411199,"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."}}