{"id":"W2013927458","doi":"10.1371/journal.pone.0023259","title":"Deep-Water Chemosynthetic Ecosystem Research during the Census of Marine Life Decade and Beyond: A Proposed Deep-Ocean Road Map","year":2011,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University; Japan Agency for Marine-Earth Science and Technology; Temple University; National Institute of Water and Atmospheric Research; Florida State University; Alfred P. Sloan Foundation","keywords":"Chemosynthesis; Hydrothermal vent; Cold seep; Oceanography; Arctic; Ridge; Geology; Biological dispersal; Biogeography; Deep sea; Ecology; Paleontology; Biology; Hydrothermal circulation; Population","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":[0.002461976,0.0003417142,0.00130207,0.0003188072,0.000459853,0.00004306568,0.0008266058,0.0005227619,0.004243105],"category_scores_gemma":[0.0003087078,0.0001820011,0.0001469421,0.0002484956,0.0005161501,0.0000679493,0.0003935134,0.001192261,0.0005910641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001801336,"about_ca_system_score_gemma":0.0001542674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004333062,"about_ca_topic_score_gemma":0.003208902,"domain_scores_codex":[0.9961352,0.00122509,0.000654133,0.0006070307,0.0004464073,0.0009321672],"domain_scores_gemma":[0.9982253,0.0005565587,0.0001793242,0.0006003834,0.0001651294,0.0002732531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006597567,0.001155719,0.2065482,0.1235267,0.003887964,0.0001981379,0.0008981095,0.000002401094,0.00001526187,0.000126948,0.0001532215,0.6628276],"study_design_scores_gemma":[0.004586534,0.005235105,0.2116782,0.02033546,0.006467815,0.001274966,0.001093005,0.005250921,0.001291829,0.0030014,0.7343981,0.005386689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1204425,0.8720484,1.100471e-7,0.0001958258,0.0001040711,0.002058709,0.00007926142,0.00003954979,0.00503161],"genre_scores_gemma":[0.03621625,0.9614388,0.0001097106,0.00001670803,0.0001867526,0.00002504873,0.0003551167,0.00002190733,0.001629647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7342449,"threshold_uncertainty_score":0.9966671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101300061532419,"score_gpt":0.2833439057793552,"score_spread":0.1820438442469362,"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."}}