{"id":"W4297145396","doi":"10.1111/ele.14108","title":"Local stressors mask the effects of warming in freshwater ecosystems","year":2022,"lang":"en","type":"review","venue":"Ecology Letters","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Stressor; Ecosystem; Ecology; Freshwater ecosystem; Environmental science; Cumulative effects; Dominance (genetics); Climate change; Habitat; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004286329,0.0002544304,0.0008633391,0.0001047499,0.0001746502,0.000004425428,0.0005870182,0.0001430669,0.003821857],"category_scores_gemma":[0.00006270459,0.0001746903,0.0001824025,0.0002182766,0.000434349,0.00004568274,0.000977095,0.0004677972,0.0002448224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075716,"about_ca_system_score_gemma":0.000008046032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000264411,"about_ca_topic_score_gemma":0.03524526,"domain_scores_codex":[0.9980481,0.0006121001,0.0004219659,0.0003851009,0.0001360936,0.0003966915],"domain_scores_gemma":[0.9983274,0.001087449,0.0002658082,0.0002980345,7.088271e-7,0.00002061478],"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":[0.0000192864,0.0004514083,0.09596969,0.02343449,0.001552297,0.001482734,0.001669098,0.0009383897,0.000003849313,0.00009326949,0.679681,0.1947045],"study_design_scores_gemma":[0.0001591529,0.00006140405,0.002542001,0.0002467119,0.0002491255,0.000006950505,0.00006159338,0.00001355307,7.048167e-7,0.00001062814,0.9964799,0.0001682505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0236095,0.954823,0.00004915646,0.004001862,0.006195399,0.005924029,0.00004104526,0.00009482355,0.005261138],"genre_scores_gemma":[0.001372231,0.9954702,0.00001783669,0.001944365,0.000031376,0.0007697915,0.00002956441,0.00002841364,0.0003362472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3167989,"threshold_uncertainty_score":0.9970888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046268186480709,"score_gpt":0.228801288170781,"score_spread":0.2183386063059739,"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."}}