{"id":"W4324280577","doi":"10.3354/meps14284","title":"Interactions between local disturbance and climate-driven heat stress on central Pacific coral reefs","year":2023,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Benthic zone; Coral; Reef; Disturbance (geology); Coral reef; Ecology; Geography; Oceanography; Environmental science; Atoll; Porites; Biology; Geology","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":[0.000252566,0.0002779249,0.0004347335,0.0005254243,0.0004747823,0.0006233396,0.000273446,0.0002523546,0.0009478628],"category_scores_gemma":[0.0007643263,0.0001607485,0.0002815679,0.0006401879,0.0007123506,0.0002392852,0.0009971296,0.0003254023,0.0000604655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005730906,"about_ca_system_score_gemma":0.0004815423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03307859,"about_ca_topic_score_gemma":0.08359664,"domain_scores_codex":[0.9998023,0.00004617501,0.00001330107,0.00005752331,0.0000333102,0.0000473914],"domain_scores_gemma":[0.999358,0.00009588539,0.0002191155,0.00004648815,0.00007575096,0.0002048131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346998,0.0000435551,0.9891033,0.00002813733,0.0001154381,0.0001372364,0.0002782312,0.0004896628,0.007255637,0.00002258151,0.00004492621,0.002346465],"study_design_scores_gemma":[7.735538e-7,0.00001521793,0.9996118,0.000001156553,0.000006070446,0.000009888777,0.0001560541,0.0001300864,0.00003884272,0.000005465332,0.00002303162,0.000001675157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997417,0.00003580955,0.00001886528,0.000009685507,8.086993e-7,0.000001761315,0.00005174304,0.00000157538,0.0001379938],"genre_scores_gemma":[0.9998287,0.00003215141,0.00002811453,0.000007643418,0.000001715411,0.000004204392,0.00005512922,9.380317e-7,0.00004152448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03307859,"threshold_uncertainty_score":0.06577206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058583919051406,"score_gpt":0.2346760896683765,"score_spread":0.2240902504778625,"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."}}