{"id":"W4384493353","doi":"10.1002/ecy.4138","title":"Coral assemblages at higher latitudes favor short‐term potential over long‐term performance","year":2023,"lang":"en","type":"article","venue":"Ecology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Research Foundation","funders":"Natural Environment Research Council; University of Sydney; European Commission; NSW Department of Primary Industries; University of Technology Sydney; British Ecological Society; Sight Research UK; Winifred Violet Scott Charitable Trust; Great Barrier Reef Marine Park Authority; Ecological Society of America; Royal Geographical Society; Australian Research Council; Centre of Excellence for Environmental Decisions, Australian Research Council","keywords":"Coral; Ecology; Coral reef; Abiotic component; Resilience of coral reefs; Ecosystem; Reef; Scleractinia; Psychological resilience; Population; Geography; Environmental science; Biology; Cnidaria","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":[0.0002698265,0.0001792987,0.0001904807,0.0004192836,0.0005828803,0.0008518046,0.0001343589,0.0002882275,0.003687075],"category_scores_gemma":[0.0008630928,0.0001232445,0.0001954893,0.0003929692,0.0004215803,0.0004436621,0.0007174333,0.0002455656,0.0004086313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369836,"about_ca_system_score_gemma":0.0002727435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003233391,"about_ca_topic_score_gemma":0.0149723,"domain_scores_codex":[0.9998286,0.00002761382,0.00001621479,0.0000432432,0.00003447428,0.00004982581],"domain_scores_gemma":[0.9993027,0.00005272779,0.0003382619,0.00005433145,0.00007719611,0.000174686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002089778,0.00005209444,0.9225789,0.0001128707,0.0001042281,0.0001592396,0.001274836,0.0005543836,0.0604737,0.0005142177,0.0002821175,0.01368431],"study_design_scores_gemma":[0.000001244157,0.00003945912,0.9986803,0.000006298629,0.000009452775,0.00004574319,0.0004541256,0.00006998537,0.0002926044,0.0001085905,0.0002881894,0.000003842447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971691,0.0001268709,0.0002049401,0.00003896331,0.000002884669,0.000003384009,0.00008215749,0.00000741444,0.002364404],"genre_scores_gemma":[0.9994904,0.00006875891,0.0001225646,0.00001166829,0.000002936514,0.000002402899,0.00004917831,0.00000226998,0.0002498472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003687075,"threshold_uncertainty_score":0.01233453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554521807741709,"score_gpt":0.2433636804719374,"score_spread":0.2278184623945203,"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."}}