{"id":"W2145332090","doi":"10.1890/10-1563.1","title":"Coral identity underpins architectural complexity on Caribbean reefs","year":2011,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Environment Research Council; Consejo Nacional de Ciencia y Tecnología","keywords":"Reef; Coral reef; Resilience of coral reefs; Ecology; Species richness; Coral; Coral reef organizations; Biodiversity; Geography; Coral reef protection; Fishery; 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":[0.0002714127,0.0002441485,0.0002918802,0.001670563,0.001033238,0.001286992,0.0002950786,0.0002639402,0.00310096],"category_scores_gemma":[0.002877865,0.0002232564,0.0001868545,0.001530739,0.001058739,0.000417231,0.001802033,0.0002844355,0.000148816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009059,"about_ca_system_score_gemma":0.000627635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06990775,"about_ca_topic_score_gemma":0.22597,"domain_scores_codex":[0.9996934,0.00006105194,0.00001568792,0.00005410528,0.00008556661,0.00009018487],"domain_scores_gemma":[0.9984303,0.0002286735,0.000797802,0.0001048551,0.0002491038,0.000189171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004982688,0.00001207066,0.9899172,0.0000235569,0.00003601929,0.00009028015,0.0009304777,0.0003417415,0.002289942,0.0003132093,0.0001101194,0.005885462],"study_design_scores_gemma":[4.423774e-7,0.000003769317,0.9991442,0.000003834525,0.000005023578,0.00001975011,0.0004693069,0.0001544573,0.00003334826,0.0000569703,0.0001073186,0.000001569024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978217,0.00008730454,0.00009531163,0.00003603861,7.753194e-7,0.000003793703,0.00006864103,0.000001998221,0.001884393],"genre_scores_gemma":[0.9996798,0.00006003998,0.00009245172,0.000004585217,0.000001419463,0.000002544073,0.00004275546,0.000001373582,0.0001150201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06990775,"threshold_uncertainty_score":0.1390017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0948677223832091,"score_gpt":0.2638556133124677,"score_spread":0.1689878909292586,"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."}}