{"id":"W7028644301","doi":"","title":"Environment monitoring technical report for the SON cage fish culture site at Bugungu, Napoleon Gulf, northern Lake Victoria, March 2014","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Quarter (Canadian coin); Technical report; Fish <Actinopterygii>; Invertebrate; Fish farming; Aquatic ecosystem; Fisheries Research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009071053,0.0003972314,0.0001890931,0.00166453,0.000928453,0.0008794282,0.0009699761,0.000285433,0.03513133],"category_scores_gemma":[0.001100245,0.0003865256,0.0001549847,0.001839257,0.0001572916,0.0005467323,0.0005501618,0.0003738372,0.01509543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003935721,"about_ca_system_score_gemma":0.006688247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4879834,"about_ca_topic_score_gemma":0.7726957,"domain_scores_codex":[0.9992137,0.0000380751,0.00003758922,0.00007522461,0.0005837637,0.00005150024],"domain_scores_gemma":[0.9983447,0.00004979501,0.00006411989,0.00005980839,0.001407531,0.0000739794],"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":[0.00007755923,0.0001130965,0.01965313,0.0005538045,0.00001178779,0.0003142866,0.0008048115,0.000794577,0.008852118,0.001012773,0.6552355,0.3125766],"study_design_scores_gemma":[0.00001073207,0.00009146526,0.06959775,0.0001407741,0.000006836527,0.0001661528,0.0009712093,0.0006682529,0.002940567,0.0001498457,0.9252368,0.00001970974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06653587,0.003266882,0.02112037,0.00309708,0.0009974635,0.004446678,0.2250825,0.002631203,0.672822],"genre_scores_gemma":[0.03432211,0.001878721,0.02158947,0.0002318693,0.00004905868,0.0009210596,0.08091373,0.0004392225,0.8596547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4879834,"threshold_uncertainty_score":0.970286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113089024039608,"score_gpt":0.2224548724094744,"score_spread":0.2111459700055136,"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."}}