{"id":"W4405830061","doi":"10.1007/s00267-024-02102-0","title":"Quantifying the Interactions and Cumulative Effects of Multiple Stressors on Salmonids","year":2024,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Simon Fraser University; University of British Columbia; Institut National de la Recherche Scientifique; Fisheries and Oceans Canada","funders":"","keywords":"Stressor; Cumulative effects; Context (archaeology); Ecosystem; Ecology; Freshwater ecosystem; Nature Conservation; Biodiversity; Habitat; Biology; Environmental resource management; Environmental science; Neuroscience","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":[0.0001443448,0.0001865922,0.0001360669,0.0000594332,0.000231102,0.00002471783,0.0001681783,0.00005134111,0.001407946],"category_scores_gemma":[0.000007927839,0.0001388875,0.00006699782,0.0001099777,0.0005454156,0.0001535467,0.0004644866,0.0002084089,0.0005928033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195226,"about_ca_system_score_gemma":6.043747e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001665471,"about_ca_topic_score_gemma":0.00003428784,"domain_scores_codex":[0.9988441,0.00009602779,0.000206846,0.0004073624,0.0002072227,0.0002383971],"domain_scores_gemma":[0.9992472,0.0003976765,0.00005245113,0.0002463166,1.5357e-7,0.0000561862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000474157,0.003935621,0.4227755,0.0008974555,0.00168886,0.000854904,0.007772889,0.02929267,0.2333315,0.01144417,0.01342072,0.2741115],"study_design_scores_gemma":[0.0008836075,0.0006976521,0.8780212,0.0001888051,0.0002045779,0.00002642035,0.001451824,0.008950011,0.05348438,0.0009515796,0.05466985,0.0004700445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872624,0.0002514788,0.0001399018,0.0002992257,0.0003837074,0.0005989415,0.000009668819,0.00003682012,0.01101788],"genre_scores_gemma":[0.9958752,0.0003106144,0.0002654427,0.0002548544,0.00002036505,0.0001030018,0.0000071322,0.00002072342,0.003142707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4552458,"threshold_uncertainty_score":0.9995049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413829471291224,"score_gpt":0.2583392441728281,"score_spread":0.2442009494599158,"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."}}