{"id":"W2227594535","doi":"10.3394/0380-1330(2007)33[27:sniopa]2.0.co;2","title":"Stable Nitrogen Isotopes of Plankton and Benthos Reflect a Landscape-level Influence on Great Lakes Coastal Ecosystems","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Environmental Protection Agency","keywords":"Biota; Watershed; Ecology; Benthos; Environmental science; δ15N; Ecosystem; Benthic zone; Plankton; Wetland; Lake ecosystem; Trophic level; Aquatic ecosystem; Habitat; Marsh; Stable isotope ratio; δ13C; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004453767,0.0001816166,0.0004948656,0.0004862569,0.000228929,0.00006434107,0.0005434423,0.0001433911,0.001132345],"category_scores_gemma":[0.0004692018,0.0001367906,0.000116597,0.0006298737,0.0004160414,0.0003695243,0.0002737177,0.0005824943,0.00007844136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992848,"about_ca_system_score_gemma":0.0000685194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004813065,"about_ca_topic_score_gemma":0.01220926,"domain_scores_codex":[0.9965913,0.0003682325,0.0007216342,0.0002908581,0.001367324,0.0006606641],"domain_scores_gemma":[0.9981796,0.000718613,0.0003367652,0.0003161346,0.000202483,0.0002463601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000737595,0.0001641176,0.9574169,0.00004656957,0.0001316724,0.0003197945,0.0006668246,0.0006878157,0.03314152,0.00006954982,0.003329073,0.003288597],"study_design_scores_gemma":[0.004879152,0.008491585,0.7832822,0.0006352538,0.0002041558,0.001733559,0.003363115,0.001678449,0.1339385,0.002054321,0.05886002,0.0008797297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879489,0.0002000739,0.0000595723,0.0001515425,0.00005825839,0.0002315499,0.00003887539,0.000006136515,0.01130508],"genre_scores_gemma":[0.9979491,0.0002150591,0.0003941541,0.00004464779,0.00009894587,0.000005017028,0.000003582367,0.00001889195,0.001270572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741347,"threshold_uncertainty_score":0.9997808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04165120480980043,"score_gpt":0.3268202016530564,"score_spread":0.285168996843256,"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."}}