{"id":"W2105048930","doi":"10.3354/dao069023","title":"Coral diversity and disease in Mexico","year":2006,"lang":"en","type":"article","venue":"Diseases of Aquatic Organisms","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Global Environment Facility; World Bank Group; National Science Foundation","keywords":"Coral; Biology; Ecology; Diversity (politics); Coral reef; Fishery; Zoology; Anthropology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003459955,0.00008051065,0.0001288402,0.00001982619,0.0001283202,0.000005401259,0.00008482117,0.00001138966,0.0003280315],"category_scores_gemma":[0.00005020765,0.00007043574,0.00002762028,0.0001068482,0.0001186692,0.00009471932,0.0009227451,0.00002152215,0.00004662047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003709158,"about_ca_system_score_gemma":0.000006493757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635037,"about_ca_topic_score_gemma":0.0007569275,"domain_scores_codex":[0.9994087,0.00001839278,0.0001277323,0.0001575358,0.0001648274,0.0001228095],"domain_scores_gemma":[0.9997097,0.0000313261,0.00004471095,0.0001038513,0.000002542335,0.0001078194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001902444,0.0001313902,0.9985034,0.00002077107,0.000002761845,0.00001210968,0.00008860961,0.00001817549,0.00005765005,0.0002234569,0.0005961476,0.0003264588],"study_design_scores_gemma":[0.0002667905,0.00002544173,0.988813,0.00001140243,0.00002863373,2.341019e-7,0.000053457,0.0003402356,0.00005411724,0.01027245,0.00004799704,0.00008624681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988206,0.0001766246,0.00004086505,0.000213742,0.00003775766,0.0001205395,0.00001950605,0.00001558504,0.0005547813],"genre_scores_gemma":[0.9996143,0.000009533049,0.00005006394,0.00004638469,0.00001160031,0.000003076387,0.000006225284,0.000004427865,0.0002543994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004899,"threshold_uncertainty_score":0.5495113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005647647046995632,"score_gpt":0.1791790838719632,"score_spread":0.1735314368249675,"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."}}