{"id":"W4381848706","doi":"10.1111/csp2.12973","title":"Using systematic conservation planning to inform restoration of freshwater habitat and connectivity for salmon","year":2023,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Raincoast Conservation Foundation; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; Mitacs; Raincoast Conservation Foundation; Watershed Watch Salmon Society","keywords":"Habitat; Stream restoration; Restoration ecology; Floodplain; Environmental science; STREAMS; Fish migration; Environmental resource management; Dam removal; Fishery; Ecology; Geography; Sediment; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006290287,0.0006907208,0.0005052682,0.001834141,0.00110016,0.00216919,0.001378395,0.0007722239,0.00297306],"category_scores_gemma":[0.01226914,0.0005212347,0.0006319901,0.001391736,0.001238368,0.001339465,0.001904164,0.001015412,0.0001378947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005708619,"about_ca_system_score_gemma":0.01252712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08550683,"about_ca_topic_score_gemma":0.1722582,"domain_scores_codex":[0.9965404,0.00240688,0.00009602471,0.000282628,0.0003090462,0.0003651226],"domain_scores_gemma":[0.9938428,0.002785312,0.001295754,0.0005595232,0.0008703999,0.0006460985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001407257,0.0002816997,0.06093744,0.0002330211,0.0003225104,0.0002051499,0.0005788399,0.8542761,0.0009577282,0.008164823,0.004379325,0.06952265],"study_design_scores_gemma":[0.0001397988,0.0004465618,0.03075613,0.0003987901,0.0002007186,0.00005260584,0.002284635,0.9308835,0.0008574501,0.02659088,0.007314953,0.00007390889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935011,0.0008949654,0.1488115,0.01038373,0.0001285633,0.001494302,0.001365595,0.0007843581,0.04263588],"genre_scores_gemma":[0.9608952,0.0001361516,0.03799789,0.0001935767,0.000006465713,0.00017296,0.0001584744,0.00001623169,0.0004230645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08550683,"threshold_uncertainty_score":0.1700183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171090779022165,"score_gpt":0.3599139215108722,"score_spread":0.2428048436086557,"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."}}