{"id":"W4414254350","doi":"10.1111/faf.70027","title":"A Safe Operating Space for Salmon Watersheds Under Rapid Climate Change","year":2025,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia; Simon Fraser University","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; Simon Fraser University; Wilburforce Foundation","keywords":"Climate change; Riparian zone; Watershed; Stewardship (theology); Sustainability; Effects of global warming; Downscaling; Watershed management; Land use","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002602912,0.0003552611,0.0003152725,0.0008707577,0.003225909,0.006866961,0.001559678,0.002005477,0.007919787],"category_scores_gemma":[0.005452894,0.0002347503,0.0006015134,0.001014043,0.006656106,0.004749848,0.006596246,0.001939216,0.0005817625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004411225,"about_ca_system_score_gemma":0.009184503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282772,"about_ca_topic_score_gemma":0.03285852,"domain_scores_codex":[0.9980564,0.0008268234,0.0000815822,0.0002080765,0.0004446799,0.0003824149],"domain_scores_gemma":[0.9968687,0.0005006743,0.0006132872,0.0002801461,0.0008079152,0.0009291929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003291393,0.0003918817,0.08921093,0.0007684223,0.000127008,0.001799354,0.01499801,0.07788464,0.01048094,0.6442174,0.01878966,0.1410027],"study_design_scores_gemma":[0.00005438223,0.001329347,0.06631587,0.001383263,0.000130395,0.0008003925,0.06996389,0.06986172,0.004003019,0.5724534,0.2133389,0.0003654535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6252707,0.002653358,0.1910701,0.0373152,0.0006985359,0.0003870406,0.0009216469,0.000714712,0.1409687],"genre_scores_gemma":[0.9768443,0.0005433315,0.01942857,0.000319726,0.00005485156,0.0001139392,0.0001254453,0.00004232957,0.002527625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282772,"threshold_uncertainty_score":0.03200579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503262717333813,"score_gpt":0.2260161520255194,"score_spread":0.1909835248521812,"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."}}