{"id":"W3048283981","doi":"10.1002/ecs2.3207","title":"Run‐of‐river dams as a barrier to the movement of a stream‐dwelling amphibian","year":2020,"lang":"en","type":"article","venue":"Ecosphere","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Forests; University of British Columbia; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Northern Arizona University; SFU Community Trust Endowment Fund; Simon Fraser University; Wilburforce Foundation; Gordon and Betty Moore Foundation","keywords":"Larva; Habitat; Amphibian; Upstream and downstream (DNA); Abundance (ecology); Biology; Ecology; Upstream (networking); Downstream (manufacturing); Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000936761,0.00008072846,0.0001220582,0.000003634568,0.00008674648,0.000004044622,0.000230646,0.00002496651,0.0124078],"category_scores_gemma":[0.00003857742,0.00005960849,0.00004377262,0.0001405102,0.0001037547,0.00005144498,0.0003621794,0.00005200609,0.00133914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002208285,"about_ca_system_score_gemma":0.000003857878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056368,"about_ca_topic_score_gemma":0.002076719,"domain_scores_codex":[0.9993638,0.0000205279,0.0001514496,0.0001794686,0.0001384811,0.0001462596],"domain_scores_gemma":[0.9996912,0.00002654406,0.00006348478,0.0001572866,0.000004615281,0.00005689346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007376583,0.0001095644,0.1612992,0.00004039452,0.0001402403,0.000008255479,0.008006059,0.01413821,0.0007108636,0.0007636248,0.8101587,0.004551042],"study_design_scores_gemma":[0.0008305205,0.001046331,0.7126963,0.00004199437,0.0001073348,3.86812e-7,0.00616431,0.00207392,0.008168048,0.002285682,0.2661826,0.0004026421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8533511,0.00002829949,0.0002293314,0.005631515,0.0000700322,0.0003097174,0.000007753443,0.00001474399,0.1403575],"genre_scores_gemma":[0.9915679,0.0000259955,0.0006999996,0.005656407,0.0000230904,0.00001732244,0.000001041144,0.000006316686,0.002002004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.551397,"threshold_uncertainty_score":0.9994384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00856717461527864,"score_gpt":0.2075756237170789,"score_spread":0.1990084491018002,"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."}}