{"id":"W4205920632","doi":"10.3133/ofr20081148","title":"Characterization of Northern Gulf of Mexico Deepwater Hard Bottom Communities with Emphasis on <i>Lophelia</i> Coral - <i>Lophelia</i> Reef Megafaunal Community Structure, Biotopes, Genetics, Microbial Ecology, and Geology (2004–2006)","year":2008,"lang":"en","type":"article","venue":"Antarctica A Keystone in a Changing World","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Museum of Natural History; U.S. Geological Survey; Smithsonian Institution; National Oceanic and Atmospheric Administration; National Marine Fisheries Service; Florida Museum of Natural History","keywords":"Megafauna; Oceanography; Reef; Geology; Coral reef; Ecology; Coral; Paleontology; Pleistocene; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000619047,0.0006624807,0.001168164,0.0008474241,0.0008363574,0.00003520044,0.0006828331,0.0002363071,0.0006803753],"category_scores_gemma":[0.00005339304,0.0005947722,0.0001440607,0.001205999,0.002002477,0.0002744131,0.00116059,0.0006035163,0.00004934928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375077,"about_ca_system_score_gemma":0.00007497795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224674,"about_ca_topic_score_gemma":0.146496,"domain_scores_codex":[0.9962204,0.0006880776,0.001011936,0.0005666377,0.0004982334,0.001014776],"domain_scores_gemma":[0.9978688,0.0003237592,0.0006061756,0.0008779226,0.0001469534,0.0001764358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008170386,0.0006943631,0.5589516,0.0002161297,0.0002544582,0.00006744418,0.008015547,0.0001530146,0.4290436,0.000174492,0.0005902388,0.001022189],"study_design_scores_gemma":[0.0028012,0.001350796,0.9465435,0.0004387597,0.0001797347,0.0003185272,0.0003071843,0.0003914482,0.02311372,0.0001449681,0.02343163,0.0009785586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99679,0.0003333445,0.00004583942,0.0006137473,0.0003435989,0.0008501388,0.0003207379,0.00007059145,0.0006320344],"genre_scores_gemma":[0.9948611,0.0005154025,0.001422177,0.0003861386,0.0001049953,0.00006710279,0.0003141317,0.00007643361,0.002252531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4059298,"threshold_uncertainty_score":0.9996504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343534105458675,"score_gpt":0.20743465562598,"score_spread":0.1939993145713932,"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."}}