{"id":"W4408428649","doi":"10.5194/egusphere-egu25-13727","title":"Rising temperatures will drive summer streamflow droughts and threaten Chinook salmon habitat throughout western North America","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society; Simon Fraser University; University of Victoria","funders":"","keywords":"Chinook wind; Streamflow; Habitat; Fishery; Geography; Environmental science; Climatology; Ecology; Fish <Actinopterygii>; Oncorhynchus; Biology; Geology; Cartography","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":[0.0002686109,0.0001686844,0.00008452748,0.0001831782,0.0004209041,0.0006756574,0.0001615149,0.0002633443,0.001231812],"category_scores_gemma":[0.0004821711,0.0001108138,0.0002536101,0.0003343105,0.000323599,0.0003852239,0.0003096068,0.0002119431,0.00009307685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132925,"about_ca_system_score_gemma":0.0008340418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1839493,"about_ca_topic_score_gemma":0.3197294,"domain_scores_codex":[0.9999177,0.00001640875,0.000005471981,0.00002701187,0.00001236253,0.00002089363],"domain_scores_gemma":[0.9998544,0.00003507744,0.00004358586,0.000007840647,0.00002893852,0.00003004492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002527275,0.00003671035,0.9814498,0.00001662523,0.00003648874,0.00009583084,0.0002534756,0.01069653,0.0008180522,0.0002817297,0.0004802289,0.005809215],"study_design_scores_gemma":[0.000007126002,0.00003552493,0.9819785,0.00001596137,0.00003765171,0.00003221019,0.0009741507,0.0156478,0.0001680953,0.0003309158,0.0007643029,0.000007847787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991702,0.00002735189,0.00009157242,0.00005767562,0.00000192943,0.000002474982,0.0001164617,0.000008797262,0.0005236432],"genre_scores_gemma":[0.999423,0.00006702875,0.0001216675,0.00002331738,0.000002390452,0.000003435645,0.0001082201,0.00000164609,0.0002491952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1839493,"threshold_uncertainty_score":0.3657572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009250091054827372,"score_gpt":0.2470750466596844,"score_spread":0.2378249556048571,"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."}}