{"id":"W2170105112","doi":"10.1038/nature16314","title":"Ecosystem vulnerability to ocean warming","year":2015,"lang":"en","type":"letter","venue":"Nature","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Climate change; Global warming; Effects of global warming on oceans; Ecology; Ecosystem; Environmental science; Invertebrate; Reef; Marine ecosystem; Ecological niche; Sea surface temperature; Coral reef; Oceanography; Geography; Habitat; 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":[0.004294885,0.000421328,0.001003306,0.0004617832,0.00339203,0.002911255,0.001417164,0.03922962,0.004908682],"category_scores_gemma":[0.02380282,0.0005199094,0.0009825175,0.0006306803,0.003892788,0.002850445,0.002562178,0.02994357,0.002177846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430933,"about_ca_system_score_gemma":0.004336774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100332,"about_ca_topic_score_gemma":0.02720077,"domain_scores_codex":[0.9980578,0.000576243,0.0002301283,0.0002616127,0.0004905301,0.0003836841],"domain_scores_gemma":[0.989045,0.006760042,0.0008842759,0.000554051,0.001090639,0.001666017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009038076,0.00006571053,0.004948393,0.00008328863,0.00006302925,0.002089506,0.0005629937,0.0001612644,0.0003349673,0.005807025,0.9610851,0.02470827],"study_design_scores_gemma":[0.0001117735,0.0001336225,0.01476215,0.0007051929,0.0001096304,0.001855818,0.001979996,0.0007985946,0.0005195373,0.03590918,0.9430017,0.000112848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001311344,0.0008851947,0.0001127525,0.9829469,0.01133804,0.000009948192,0.00007155769,0.00001310229,0.003311231],"genre_scores_gemma":[0.008559547,0.0009833077,0.0001354673,0.9566854,0.02818406,0.00003302488,0.00002992072,0.00001131035,0.005377877],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03922962,"threshold_uncertainty_score":0.02271378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248929214107587,"score_gpt":0.2617759636469908,"score_spread":0.2492866715059149,"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."}}