{"id":"W7000566018","doi":"","title":"Flow Restoration on Salish Sea Rivers","year":2022,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Climate change; Ecosystem; Streamflow; Water quality; Ecosystem services; Resource (disambiguation); Sustainability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009000632,0.0004618154,0.0001894885,0.0008626102,0.0026515,0.001965805,0.0008775754,0.0009664265,0.01303913],"category_scores_gemma":[0.001164748,0.0001479881,0.0003946375,0.000636026,0.00127809,0.001635112,0.002128893,0.001030465,0.001087207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214491,"about_ca_system_score_gemma":0.00263541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246392,"about_ca_topic_score_gemma":0.03253774,"domain_scores_codex":[0.9995002,0.0001526771,0.0000196355,0.00005021341,0.0001872608,0.00008997142],"domain_scores_gemma":[0.9997218,0.00007702378,0.00002908906,0.00002159161,0.00009088508,0.00005954946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001227547,0.0003390249,0.003147001,0.0009381078,0.00001962339,0.0007994588,0.02205561,0.00390331,0.01044768,0.04393652,0.2107797,0.7035112],"study_design_scores_gemma":[0.00002434388,0.000225353,0.006122123,0.0006003224,0.0000258277,0.0003073725,0.01075176,0.001715485,0.004982366,0.007668259,0.967533,0.00004369613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2135591,0.0243241,0.05850187,0.05236044,0.007388258,0.0009640724,0.0005052802,0.006191598,0.6362054],"genre_scores_gemma":[0.6358826,0.03619993,0.03046715,0.006980517,0.002428676,0.0003885117,0.0007339607,0.000622918,0.2862958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01303913,"threshold_uncertainty_score":0.04362029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132394389432892,"score_gpt":0.1974853186029155,"score_spread":0.1842458796596262,"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."}}