{"id":"W1968516967","doi":"10.7773/cm.v37i1.1746","title":"Reefscape proxies for the conservation of Caribbean coral reef biodiversity","year":2010,"lang":"en","type":"article","venue":"Ciencias Marinas","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Coral reef; Species richness; Coral reef fish; Coral; Biodiversity; Reef; Ecology; Environmental issues with coral reefs; Geography; Coral reef protection; Fishery; Aquaculture of coral; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003163446,0.00008154216,0.0001094629,0.00001524949,0.0003214519,0.00001434991,0.0002706776,0.00003634852,0.0001966279],"category_scores_gemma":[0.0001872699,0.00005494148,0.00005882344,0.0001609879,0.0003156118,0.0001202941,0.0004712253,0.00008166652,0.00004312944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002771797,"about_ca_system_score_gemma":0.00001276712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783199,"about_ca_topic_score_gemma":0.005778579,"domain_scores_codex":[0.9993484,0.00001063251,0.000133531,0.0001777189,0.0001649646,0.0001647475],"domain_scores_gemma":[0.9995059,0.0001006588,0.0001020128,0.0002225959,0.00003713061,0.00003165529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002774895,0.00003838501,0.9476625,0.0000170697,0.000008515923,4.40067e-7,0.0003144539,0.000001440847,0.003792743,0.0007870071,0.03934957,0.008000184],"study_design_scores_gemma":[0.0001700269,0.00009056945,0.8976314,0.000002151456,0.00002015643,0.000002334948,0.0002636501,0.0004033292,0.001108215,0.0005970245,0.09962579,0.000085359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905514,0.000009837099,0.0001036203,0.001414879,0.0006201947,0.0004525961,0.00001803965,0.00002455671,0.006804844],"genre_scores_gemma":[0.9978039,0.000006300124,0.000485944,0.0001350582,0.00005818912,0.00002926968,0.000004431863,0.00000263732,0.001474219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06027622,"threshold_uncertainty_score":0.4207382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443460883266705,"score_gpt":0.2096148908357542,"score_spread":0.1951802820030872,"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."}}