{"id":"W2081218254","doi":"10.1007/s00227-012-2092-5","title":"Variation in benthic communities of eastern Caribbean coral reefs in relation to surface sediment composition","year":2012,"lang":"en","type":"article","venue":"Marine Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Terrigenous sediment; Benthic zone; Reef; Sediment; Coral; Coral reef; Oceanography; Environmental issues with coral reefs; Resilience of coral reefs; Sedimentation; Fringing reef; Ecology; Biology; Geology; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003377289,0.00007568627,0.0001529871,0.00004892222,0.00002974771,0.000002422088,0.00007559473,0.00004998183,0.0001580065],"category_scores_gemma":[0.000008738057,0.00007043837,0.00001498546,0.0001441162,0.00003682228,0.0000900543,0.0004946745,0.00008058937,0.00005511272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685172,"about_ca_system_score_gemma":0.000002358168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03490846,"about_ca_topic_score_gemma":0.02267941,"domain_scores_codex":[0.9992923,0.000153122,0.0002350744,0.00008643687,0.00005894638,0.0001741035],"domain_scores_gemma":[0.9997364,0.00004875596,0.00006879045,0.0001110559,0.000006561824,0.00002838902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003502778,0.00008831929,0.9923522,0.000007719219,0.00000332485,1.946496e-7,0.001647943,0.0003589171,0.003935702,0.0003915865,0.00002296536,0.001156057],"study_design_scores_gemma":[0.0002464507,0.0001108059,0.9976137,0.00001133914,0.000003211855,0.000001061503,0.0001814549,0.0009058102,0.00009523562,0.0002092476,0.0005495576,0.00007208113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99568,0.00001300126,0.00008786269,0.0003295057,0.0001936168,0.0002090126,0.000004561866,0.000009096921,0.003473379],"genre_scores_gemma":[0.9994161,0.000007013365,0.0003146419,0.00005362249,0.00002025152,0.00001243191,0.00005260397,0.000003685705,0.0001196598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222905,"threshold_uncertainty_score":0.9951541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837964907131354,"score_gpt":0.2375892919217757,"score_spread":0.2192096428504622,"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."}}