{"id":"W4390441952","doi":"10.1672/ucrt083-287","title":"Wetland Habitat Assessments at the Rochester Embayment Area of Concern on the South Shore of Lake Ontario, USA","year":2014,"lang":"en","type":"article","venue":"Wetland Science and Practice","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Shore; Habitat; Environmental science; Remedial action; Water quality; Environmental protection; Habitat destruction; Geography; Hydrology (agriculture); Water resource management; Biological integrity; Ecology; Contamination; Oceanography; Environmental remediation; Geology","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":[0.0001615418,0.0001848425,0.00009837369,0.0009594123,0.001126299,0.0005764554,0.0003603893,0.0001451143,0.001779923],"category_scores_gemma":[0.0004714536,0.0001402146,0.0001356374,0.001034655,0.0002617328,0.00021449,0.0005300657,0.000134924,0.000202068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00384323,"about_ca_system_score_gemma":0.003791328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8789205,"about_ca_topic_score_gemma":0.9881793,"domain_scores_codex":[0.9998197,0.00001443902,0.000007973153,0.00002575602,0.0000921575,0.00004002076],"domain_scores_gemma":[0.9996283,0.00001719189,0.00005546233,0.000009233774,0.0002254087,0.00006433835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001146533,0.00007296802,0.9518042,0.00009256477,0.00005116082,0.000778526,0.004597346,0.0007920448,0.006746334,0.0003003131,0.006798216,0.02785185],"study_design_scores_gemma":[0.000002458173,0.00002169283,0.9945502,0.000008399462,0.000007158199,0.00003394517,0.001833449,0.00029175,0.000218165,0.0000105557,0.003019268,0.000003060664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910457,0.00008754649,0.0001694154,0.00008943834,0.00000339713,0.00008006405,0.001180802,0.00001635968,0.007327313],"genre_scores_gemma":[0.9899115,0.0002578608,0.001085877,0.00004074142,0.000003993465,0.0000710205,0.00154613,0.000006133216,0.00707677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8789205,"threshold_uncertainty_score":0.2435851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526195218427908,"score_gpt":0.2775491882952935,"score_spread":0.2322872361110144,"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."}}