{"id":"W4362587479","doi":"10.3390/w15071352","title":"Hydropower Dam Development and Fish Biodiversity in the Mekong River Basin: A Review","year":2023,"lang":"en","type":"review","venue":"Water","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; United States Agency for International Development","keywords":"Biodiversity; Hydropower; Mekong river; Threatened species; Structural basin; Fishery; Population; Geography; Environmental science; Drainage basin; Water resource management; Ecology; Biology; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006253519,0.0001898265,0.0004959812,0.00003583544,0.0001775475,0.00001379421,0.0002877247,0.00007650804,0.0009186177],"category_scores_gemma":[0.00001275525,0.00009490237,0.00006730365,0.0001359752,0.0001891056,0.00007102022,0.0009456695,0.0001552216,0.004689097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008155,"about_ca_system_score_gemma":0.000003812426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004785787,"about_ca_topic_score_gemma":0.0007021472,"domain_scores_codex":[0.9989558,0.0001322669,0.0002158721,0.0003124808,0.0001396404,0.0002439572],"domain_scores_gemma":[0.9997069,0.00004175735,0.0000485913,0.0001815907,0.000001536883,0.00001959193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.199956e-7,0.00003921636,0.002557304,0.011478,0.0001127928,0.0001437341,0.001155433,1.246154e-7,2.490032e-9,0.00000372503,0.8642771,0.1202317],"study_design_scores_gemma":[0.00004351392,0.000005969546,0.003424422,0.002066546,0.000167005,0.000003300086,0.00001669841,8.91396e-8,7.139445e-8,0.00001540933,0.9941112,0.0001458052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002104018,0.9823537,0.000001014373,0.003176558,0.0001880752,0.001537249,0.00001269244,0.00003992474,0.01248036],"genre_scores_gemma":[0.000004497203,0.9938962,0.00002563227,0.003783299,0.000007214294,0.00008346446,0.00004373629,0.000005786333,0.002150163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1298341,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458462718597133,"score_gpt":0.2639843703629502,"score_spread":0.2193997431769789,"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."}}