{"id":"W7009352723","doi":"","title":"Ecosystem response to changes in water level of Lake Ontario marshes: lessons from the restoration of Cootes Paradise Marsh, a degraded coastal wetland of Lake Ontario","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Water level; Marsh; Typha; Vegetation (pathology); Aquatic plant; Hydrology (agriculture); Ecosystem; Aquatic ecosystem","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":[0.0003301861,0.0002034906,0.0002202568,0.0002171051,0.001596874,0.0008092214,0.0005978021,0.0003243155,0.0005452634],"category_scores_gemma":[0.0008502117,0.0001537268,0.0002453002,0.0004672145,0.001223654,0.0003368585,0.0004327373,0.0002982833,0.00009229458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.020595,"about_ca_system_score_gemma":0.01186507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9610865,"about_ca_topic_score_gemma":0.9923374,"domain_scores_codex":[0.9997714,0.00002927636,0.000007173578,0.0000283188,0.00008626608,0.00007754931],"domain_scores_gemma":[0.9994144,0.00003731349,0.0001024507,0.00002827016,0.0002484553,0.0001691541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007641272,0.0001862581,0.8861974,0.0003093884,0.0001798326,0.001716663,0.01851579,0.001772373,0.02116274,0.0005765685,0.00466306,0.06395572],"study_design_scores_gemma":[0.000007719185,0.00006535659,0.9910021,0.00001353596,0.00002099023,0.00006346569,0.003865841,0.0003940248,0.0003694282,0.00006681179,0.004119859,0.00001088921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962147,0.0003811033,0.0001169619,0.0009762452,0.000006244805,0.00001629877,0.0001521766,0.00000912914,0.002127054],"genre_scores_gemma":[0.9973935,0.0006092711,0.0003489924,0.0001358828,0.00000483983,0.00000845313,0.000134713,0.000004722506,0.001359646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03891349,"threshold_uncertainty_score":0.1494279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092406280169243,"score_gpt":0.20514522348284,"score_spread":0.1742211606811476,"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."}}