{"id":"W2162386994","doi":"10.1016/j.jglr.2012.05.004","title":"Is the fishery of the introduced Tanganyika sardine (Limnothrissa miodon) in Lake Kivu (East Africa) sustainable?","year":2012,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Belgian Federal Science Policy Office; Fonds De La Recherche Scientifique - FNRS; Natural Environment Research Council; Sight Research UK; University of Rwanda","keywords":"Sardine; Fishery; Geography; Oceanography; Fish <Actinopterygii>; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.005667998,0.0001048631,0.0002447534,0.0001035828,0.0002812696,0.0000422663,0.0008061511,0.00007668645,0.002042078],"category_scores_gemma":[0.0005538627,0.00005170359,0.000154884,0.0008486936,0.0004019691,0.0003759075,0.000539899,0.000593359,0.00008069926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786391,"about_ca_system_score_gemma":0.00005042439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002668013,"about_ca_topic_score_gemma":0.001073623,"domain_scores_codex":[0.9970592,0.0005669594,0.0003854356,0.0001293044,0.001269579,0.0005894881],"domain_scores_gemma":[0.9988779,0.0002584868,0.0002231308,0.0003791996,0.00012616,0.0001350828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009652931,0.000157488,0.9084962,0.00003191115,0.00003135635,0.00002334811,0.004299515,0.00002558921,0.002032215,0.00004709387,0.08356523,0.001193505],"study_design_scores_gemma":[0.0006699641,0.0002114997,0.7708789,0.00007822702,0.00002565848,0.00008185838,0.01066036,0.0000815383,0.002338552,0.0002226164,0.214628,0.0001228468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831017,0.0003569712,0.000006201942,0.007569602,0.0001247831,0.0002558524,0.00001519503,0.000001992168,0.008567725],"genre_scores_gemma":[0.9945612,0.00005617813,0.00004172495,0.00004265084,0.0001958152,0.000002097391,3.27332e-7,0.000006463174,0.005093575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1376173,"threshold_uncertainty_score":0.9988702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306870668949135,"score_gpt":0.2822993292662681,"score_spread":0.2292306225767768,"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."}}