{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122139,0.000227193,0.000168062,0.001751128,0.0007315993,0.0003926767,0.0002235186,0.0002356262,0.001122798],"category_scores_gemma":[0.0004082912,0.0001374503,0.0001552428,0.0007664184,0.0002186209,0.0003370251,0.0006214989,0.0002113831,0.0002214118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007861831,"about_ca_system_score_gemma":0.0005949266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08540615,"about_ca_topic_score_gemma":0.222715,"domain_scores_codex":[0.9999042,0.000006359514,0.00000677961,0.00003638777,0.00001978637,0.00002649431],"domain_scores_gemma":[0.9996219,0.00001991977,0.0001581649,0.00002423388,0.0001086931,0.00006710656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006341867,0.00003731107,0.9636849,0.00005182645,0.00002724322,0.00005704075,0.0008006125,0.0001130407,0.01304511,0.00006985241,0.000396367,0.02165339],"study_design_scores_gemma":[0.000001129219,0.000009648218,0.998889,0.000005078783,0.000003045996,0.00001857706,0.0002213686,0.0000451443,0.0002384149,0.000005664031,0.0005619398,0.000001045239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973261,0.000288391,0.0002942852,0.00004322573,0.000003399137,0.00002621415,0.0008755936,0.000004928801,0.001137819],"genre_scores_gemma":[0.9874501,0.0006657813,0.003214316,0.0000983891,0.000009966929,0.0001584292,0.005921073,0.000007347513,0.002474583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08540615,"threshold_uncertainty_score":0.169818,"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."}}