{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002236227,0.0001120924,0.0001144474,0.00002117139,0.0003307578,0.00005636534,0.0003428335,0.00002493741,0.001448883],"category_scores_gemma":[0.0002338759,0.00005901887,0.00002743433,0.0001733287,0.001051273,0.0003477678,0.0003864941,0.0001089204,0.00007393381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057831,"about_ca_system_score_gemma":0.00002459445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152518,"about_ca_topic_score_gemma":0.04746622,"domain_scores_codex":[0.9983806,0.0001390167,0.0001992987,0.0002816661,0.0008134323,0.0001860097],"domain_scores_gemma":[0.9987745,0.000548695,0.0002247722,0.0003684282,0.00001712147,0.00006643347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000365898,0.0002850945,0.9486625,0.00002187532,0.00004998244,0.00000318853,0.008745074,0.001167012,0.01602274,0.001440255,0.0147436,0.008492813],"study_design_scores_gemma":[0.000421849,0.0003194554,0.6237131,0.00002169206,0.00005271495,0.000008698707,0.001741556,0.0005160287,0.002471827,0.0001124484,0.370479,0.0001415664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919518,0.000005812559,0.0001164077,0.007679339,0.00007001922,0.0002658042,0.000004869436,0.00000338007,0.07233638],"genre_scores_gemma":[0.9906245,0.00001990723,0.0001512101,0.005709681,0.000007645504,0.00001382546,0.00000244598,0.000003975218,0.00346679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3557354,"threshold_uncertainty_score":0.9994639,"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."}}