{"id":"W4283276654","doi":"10.1007/s11356-022-21538-7","title":"Massive fish death associated with the toxic cyanobacterial Planktothrix sp. bloom in the Béni-Haroun Reservoir (Algeria)","year":2022,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fish mortality; Cyprinus; Microcystin; Biology; Phycocyanin; Cyanobacteria; Eutrophication; Ecotoxicology; Algal bloom; Fish kill; Microcystin-LR; Veterinary medicine; Fish <Actinopterygii>; Toxicology; Phytoplankton; Ecology; Fishery; Bacteria; Nutrient","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006733309,0.0001457923,0.0001347907,0.00008505868,0.002650038,0.0001892911,0.0009925932,0.00004455996,0.001972045],"category_scores_gemma":[0.00008855383,0.00008723894,0.00002657515,0.001048215,0.001640938,0.0003193534,0.000833371,0.0005880917,0.00005961786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116742,"about_ca_system_score_gemma":0.00008598264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008856705,"about_ca_topic_score_gemma":0.001782995,"domain_scores_codex":[0.9952646,0.000794624,0.0002002983,0.0004857196,0.002569461,0.0006853294],"domain_scores_gemma":[0.9992275,0.000170838,0.0000937732,0.0003902555,0.000005296062,0.0001123776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005556472,0.001383516,0.8372971,0.00001574204,0.0000535204,0.0002511407,0.01815401,0.009399691,0.101952,0.004332677,0.02332479,0.003280201],"study_design_scores_gemma":[0.0005996195,0.0005048993,0.9604329,0.00001115987,0.000006441317,0.00004262022,0.005270756,0.003602799,0.0002331626,0.0003227063,0.02876653,0.0002063711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909865,0.0000204826,0.000004334821,0.004806815,0.0001002759,0.0006622525,0.0001921052,0.000009352262,0.003217894],"genre_scores_gemma":[0.9984454,0.00003111821,0.000009422875,0.0005893965,0.00004738595,0.0001645601,0.00002978594,0.00000980828,0.0006731219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231359,"threshold_uncertainty_score":0.9989403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402736593962738,"score_gpt":0.2633891870406566,"score_spread":0.2393618211010292,"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."}}