{"id":"W2100812173","doi":"10.1016/j.jenvman.2012.03.007","title":"Fish stranding in freshwater systems: Sources, consequences, and mitigation","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":177,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Hydropower; Habitat; Environmental science; Fish <Actinopterygii>; Fishery; Population; Ecosystem; Environmental resource management; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005444652,0.000116778,0.0001590718,0.00008705604,0.00008611644,0.00002134889,0.0001125258,0.00003769403,0.000579951],"category_scores_gemma":[0.000004076838,0.0001005483,0.00003152205,0.000054374,0.0003037887,0.0004790309,0.0002146801,0.000108185,0.00004468592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195143,"about_ca_system_score_gemma":5.335081e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000013147,"about_ca_topic_score_gemma":0.00007405988,"domain_scores_codex":[0.9989745,0.00006485824,0.0003403313,0.0001185698,0.0002386608,0.0002630738],"domain_scores_gemma":[0.9996359,0.00002217243,0.00018918,0.00007656601,7.011951e-7,0.00007545172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002701297,0.0001957111,0.988055,0.00003567439,0.00008422251,0.00005899307,0.0005893217,0.0005090656,0.0004637695,0.0002902558,0.008498262,0.001192712],"study_design_scores_gemma":[0.0007542198,0.0000809978,0.9522681,0.00004261365,0.00005925777,0.00004308701,0.00269926,0.00004170135,0.00009519966,0.0002128765,0.04356512,0.0001375367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879205,0.0003016794,0.0000994402,0.0006161004,0.0002671182,0.0002419432,0.000005450936,0.000005252453,0.01054258],"genre_scores_gemma":[0.9976161,0.0007327352,0.0005752074,0.0004961331,0.00003671331,0.000009756694,0.000001985111,0.000007140262,0.0005242458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578687,"threshold_uncertainty_score":0.6350057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006764262489960471,"score_gpt":0.1908704031707075,"score_spread":0.184106140680747,"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."}}