{"id":"W4408444216","doi":"10.5194/egusphere-egu25-1363","title":"The role of Rossby wave breaking in coral bleaching on the Great Barrier Reef","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Great barrier reef; Rossby wave; Oceanography; Coral bleaching; Geology; Coral reef; Reef; Breaking wave; Physics; Wave propagation","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":[0.0005595608,0.0001351739,0.000116366,0.0004800366,0.0005297937,0.001025714,0.0002958683,0.0004913496,0.001869346],"category_scores_gemma":[0.00199025,0.0001216809,0.0002613592,0.0003811344,0.0005449324,0.0003406568,0.0008373249,0.0008003661,0.0002054824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008167194,"about_ca_system_score_gemma":0.0007116985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0708698,"about_ca_topic_score_gemma":0.08875172,"domain_scores_codex":[0.9997271,0.0001005467,0.00001821336,0.00003305779,0.00003865739,0.00008249041],"domain_scores_gemma":[0.9988108,0.0002106188,0.0005052979,0.00005986897,0.0001067493,0.0003066477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001661883,0.00007886469,0.9558788,0.0001257383,0.0001192859,0.002310158,0.004046194,0.0003909035,0.001026403,0.001016119,0.00292269,0.03191854],"study_design_scores_gemma":[0.000003232702,0.00004104174,0.9933738,0.00008663243,0.0000309744,0.0003531464,0.003801278,0.0002753254,0.00005416534,0.0002216437,0.001748884,0.000009982963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987501,0.001721058,0.00005008641,0.003524932,0.00003286934,0.000008375868,0.0001525398,0.000007474089,0.007001719],"genre_scores_gemma":[0.9982967,0.001019821,0.00004178619,0.000139259,0.00002412912,0.000003282053,0.00006447982,0.000002851369,0.0004077348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0708698,"threshold_uncertainty_score":0.1409146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356695602160577,"score_gpt":0.2208162617306584,"score_spread":0.2072493057090526,"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."}}