{"id":"W2781473696","doi":"10.1016/j.marpolbul.2017.12.068","title":"Functional diversity of benthic ciliate communities in response to environmental gradients in a wetland of Yangtze Estuary, China","year":2018,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; McGill University","keywords":"Benthic zone; Ecology; Wetland; Species richness; Estuary; Ecosystem; Ciliate; Environmental science; Biodiversity; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0007158068,0.0001154391,0.0001848113,0.0001646346,0.0000962748,0.000004218673,0.0001998825,0.00005147504,0.004944445],"category_scores_gemma":[0.00004091545,0.0001213191,0.00004119961,0.000214459,0.0002241539,0.0000440063,0.001790932,0.0001083555,0.0002300427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258949,"about_ca_system_score_gemma":0.000006029946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02306515,"about_ca_topic_score_gemma":0.03212886,"domain_scores_codex":[0.9988145,0.0002112824,0.0003125854,0.0001653415,0.0002840403,0.0002122986],"domain_scores_gemma":[0.9995602,0.00004855125,0.00009829227,0.0002275808,0.000003675211,0.0000616555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001348851,0.0002461075,0.9934074,0.00001085441,0.00000508066,0.000003152025,0.001462743,0.0009870944,0.001324189,0.00001778526,0.0003195141,0.0008672214],"study_design_scores_gemma":[0.0008835677,0.0002498303,0.9953578,0.00003137999,0.000004242211,0.000005180555,0.000353652,0.0009660806,0.0001617687,0.00009554215,0.001783422,0.0001074941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974428,0.000004194958,0.00006129416,0.0006702755,0.0000852435,0.0002080002,0.00007350539,0.000007948763,0.001446739],"genre_scores_gemma":[0.9991392,0.00000834992,0.0001497168,0.00005282879,0.000009761346,0.000006550647,0.00002996961,0.000006867979,0.0005967387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009063704,"threshold_uncertainty_score":0.9959652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008115470771737979,"score_gpt":0.1861985996401118,"score_spread":0.1780831288683739,"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."}}