{"id":"W2096243647","doi":"10.1111/gcb.12695","title":"Integrating metabolic performance, thermal tolerance, and plasticity enables for more accurate predictions on species vulnerability to acute and chronic effects of global warming","year":2014,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Global warming; Biology; Ecology; Phenotypic plasticity; Critical thermal maximum; Climate change; Acclimatization; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006395514,0.0001270991,0.0002071023,0.000006518201,0.0001284827,0.000006935404,0.00009479032,0.00007495013,0.00001293831],"category_scores_gemma":[0.0001205342,0.00008259221,0.00003122731,0.0001359217,0.000319002,0.00006520207,0.0001528655,0.0000517616,0.000003132104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000658046,"about_ca_system_score_gemma":0.000004273852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008297595,"about_ca_topic_score_gemma":0.0000512729,"domain_scores_codex":[0.9992628,0.00004209953,0.0001300362,0.0002790173,0.0000526142,0.000233432],"domain_scores_gemma":[0.9996529,0.0001295367,0.00005033514,0.00007019495,0.00001161872,0.00008544906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003579559,0.0002266459,0.2537575,0.0001624466,0.00007300743,5.262432e-7,0.0002186446,0.000270987,0.6552309,0.00720056,0.0001429674,0.08235787],"study_design_scores_gemma":[0.0003306236,0.0009952893,0.9790363,0.00002801923,0.00003274138,0.000002159811,0.00001511596,0.007678325,0.009970727,0.0008210473,0.0009651858,0.0001244826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972619,0.00008475122,0.001502862,0.0001586318,0.00008781838,0.0003435188,0.000246416,0.00002162128,0.0002924555],"genre_scores_gemma":[0.9988449,0.00003750873,0.0006100145,0.0002406417,0.0001413338,0.0001044473,0.00001377631,0.000001869521,0.00000556098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7252788,"threshold_uncertainty_score":0.3368013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038692579015166,"score_gpt":0.2646273743456959,"score_spread":0.2442404485555442,"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."}}