{"id":"W1573162235","doi":"10.2166/wqrj.2002.020","title":"Natural and Constructed Wetlands in Canada: An Overview","year":2002,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo","funders":"Health Canada","keywords":"Wetland; Threatened species; Environmental science; Sustainability; Environmental resource management; Habitat; Ecosystem; Ecosystem services; Environmental planning; Environmental protection; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002177218,0.00009001481,0.0001823055,0.00006812758,0.0002501864,0.00008638841,0.0002343446,0.00004528771,0.006394268],"category_scores_gemma":[0.00006382528,0.00005694794,0.00002362729,0.0001398193,0.0002170401,0.0002518288,0.0001915529,0.000721363,0.00004525945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000587156,"about_ca_system_score_gemma":0.00005839967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5442644,"about_ca_topic_score_gemma":0.9346311,"domain_scores_codex":[0.9975522,0.0007059644,0.0002983666,0.0002119373,0.0005787368,0.000652843],"domain_scores_gemma":[0.9994279,0.00008227271,0.00002983975,0.0001434266,0.00002224234,0.0002943887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003021359,0.00004100759,0.9826913,0.00000854402,0.000008607855,0.0002074739,0.0005910399,0.000006830899,0.003712706,0.00004983945,0.003835849,0.008816515],"study_design_scores_gemma":[0.0008866353,0.00009136006,0.9883184,0.00001197555,0.000001824793,0.0004786676,0.0003607276,0.0009078434,0.0002672901,0.001332736,0.007202609,0.0001399544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958631,0.0003001825,6.80446e-7,0.001956109,0.00008483257,0.00006905074,0.000004427805,0.00000399002,0.001717631],"genre_scores_gemma":[0.9987424,0.0005708428,0.00005701413,0.0001943214,0.00005715878,0.000002934098,0.000005658755,0.000005389866,0.00036427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3903667,"threshold_uncertainty_score":0.994514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227834035507174,"score_gpt":0.3566778306842622,"score_spread":0.2338944271335447,"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."}}