{"id":"W2152882920","doi":"10.1016/j.jembe.2008.07.035","title":"Scaling up beta diversity on Caribbean coral reefs","year":2008,"lang":"en","type":"article","venue":"Journal of Experimental Marine Biology and Ecology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Species richness; Reef; Coral reef; Beta diversity; Ecology; Coral reef fish; Coral; Alpha diversity; Biology; Fishery; Oceanography; Geology","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":[0.0005150482,0.0002506502,0.000300299,0.000440069,0.0004698296,0.000731274,0.0004478744,0.000507232,0.002961972],"category_scores_gemma":[0.00362962,0.0001741738,0.0002262089,0.0004006134,0.0005118396,0.0004767953,0.0008233599,0.0003456594,0.0003073373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000673573,"about_ca_system_score_gemma":0.0003373324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009239091,"about_ca_topic_score_gemma":0.01899864,"domain_scores_codex":[0.9997442,0.00006088915,0.00001148882,0.00005953143,0.00004548382,0.00007832068],"domain_scores_gemma":[0.99832,0.0004854486,0.0001725831,0.0003436795,0.000297219,0.000381109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002893602,0.000623569,0.4315833,0.0003418109,0.0004596079,0.0005928777,0.002978897,0.005477177,0.3949313,0.001981814,0.002062127,0.156074],"study_design_scores_gemma":[0.00005532453,0.000431629,0.9910091,0.00001624757,0.00007921004,0.0000891661,0.0007008075,0.001414715,0.003580699,0.0009783249,0.001630806,0.00001404038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986979,0.00006751961,0.00006695737,0.00005936764,0.000004106713,0.000004475933,0.00003180361,0.00000629354,0.00106162],"genre_scores_gemma":[0.9993857,0.00004829239,0.0001145135,0.00006664025,0.000003666993,0.000008463699,0.00003582637,0.000004314697,0.0003324763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009239091,"threshold_uncertainty_score":0.01837063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206756503654711,"score_gpt":0.2471550745355801,"score_spread":0.225087509499033,"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."}}