{"id":"W2054513815","doi":"10.1016/j.dsr.2013.04.002","title":"Nematode community structure along a central Chile margin transect influenced by the oxygen minimum zone","year":2013,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Deutscher Akademischer Austauschdienst; National Science Foundation","keywords":"Transect; Nematode; Oxygen minimum zone; Margin (machine learning); Community structure; Geography; Ecology; Geology; Biology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001499771,0.0001750749,0.0002256681,0.0008849532,0.0005415951,0.000528727,0.0004013601,0.0003531641,0.001297727],"category_scores_gemma":[0.000475104,0.0002072561,0.0001805935,0.0009069134,0.0005242879,0.0002684478,0.0008086895,0.0002527136,0.0002098397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008751404,"about_ca_system_score_gemma":0.0007963413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1191529,"about_ca_topic_score_gemma":0.2515783,"domain_scores_codex":[0.9999049,0.00002039594,0.000005372382,0.00003343651,0.00001149084,0.00002451816],"domain_scores_gemma":[0.9995611,0.00006869089,0.0001163594,0.00001892947,0.00009810825,0.0001367592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003147018,0.00008245202,0.9840813,0.00004119377,0.0001291648,0.0003968718,0.0030111,0.000245205,0.009016331,0.00005933956,0.0002747117,0.002347567],"study_design_scores_gemma":[0.000003230503,0.00001346974,0.998726,0.000004658913,0.000006791049,0.00002380469,0.001024596,0.00006330042,0.00003403987,0.000004787108,0.00009275995,0.000002558665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99965,0.000018741,0.0000143887,0.00000816132,9.952977e-7,0.000002489231,0.0001257775,9.899454e-7,0.0001784839],"genre_scores_gemma":[0.9991918,0.00003367523,0.00004739513,0.00001383672,0.00000147001,0.0000103616,0.0002936272,0.000001817936,0.0004060653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191529,"threshold_uncertainty_score":0.2369187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389891045159406,"score_gpt":0.3000557884349205,"score_spread":0.2610666839189799,"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."}}