{"id":"W4396606005","doi":"10.1126/sciadv.adk6808","title":"Stony coral tissue loss disease indirectly alters reef communities","year":2024,"lang":"en","type":"article","venue":"Science Advances","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Rugosity; Crustose; Reef; Coral reef; Coral; Coralline algae; Coral bleaching; Resilience of coral reefs; Ecology; Environmental issues with coral reefs; Range (aeronautics); Biology; Fishery; Acropora; Geography; Habitat","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":[0.0002845842,0.0002519053,0.0002007575,0.0004534402,0.0004105328,0.00114297,0.0002167008,0.0003287679,0.004850434],"category_scores_gemma":[0.001650363,0.0001299858,0.0002929058,0.0003602016,0.0005066584,0.0005570347,0.001248791,0.0004544034,0.0003896638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007353699,"about_ca_system_score_gemma":0.0005753291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02452628,"about_ca_topic_score_gemma":0.050359,"domain_scores_codex":[0.9995561,0.0001663563,0.00001467641,0.00007054922,0.00006127488,0.0001310344],"domain_scores_gemma":[0.9992169,0.00008661515,0.0003191504,0.00006001258,0.00009050514,0.0002267886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001890795,0.0002085029,0.9610613,0.00006735624,0.0001821493,0.0002125193,0.0006967895,0.001875004,0.008174226,0.000875155,0.0009985951,0.02545935],"study_design_scores_gemma":[0.000005302225,0.0001209547,0.9954962,0.00002550671,0.00003986807,0.00007190969,0.0009401368,0.001288457,0.0003240394,0.0006903666,0.0009896762,0.000007562908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935367,0.0002181069,0.0002169231,0.0003217343,0.000006480883,0.000006382214,0.0002865551,0.00001041125,0.00539662],"genre_scores_gemma":[0.9989422,0.000181202,0.0000810919,0.0000880455,0.000003195584,0.00000325982,0.0001067952,0.00000237107,0.0005918578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02452628,"threshold_uncertainty_score":0.04876703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190621640358401,"score_gpt":0.2729253037977249,"score_spread":0.2610190873941409,"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."}}