{"id":"W2518236976","doi":"","title":"Technical report on the environmental monitoring of the cage area at the Source of the Nile (SON) Fish Farm for quarter 4: October-December 2011","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":"Quarter (Canadian coin); Wildlife; Environmental science; Fish <Actinopterygii>; Fishery; Geography; Biota; Environmental protection; Hydrology (agriculture); Ecology; Engineering; Archaeology; Biology","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":[0.001489573,0.0004820422,0.0002071273,0.001610274,0.000689169,0.001021522,0.0008339289,0.0005917284,0.06030698],"category_scores_gemma":[0.001286143,0.0003214218,0.0001739502,0.001144907,0.0001844985,0.0008111332,0.0006061494,0.0004860378,0.05173981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106135,"about_ca_system_score_gemma":0.002598721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02478619,"about_ca_topic_score_gemma":0.06038741,"domain_scores_codex":[0.9990473,0.000132734,0.00006334083,0.00009273257,0.0006019787,0.00006184788],"domain_scores_gemma":[0.9979886,0.0001715541,0.00008472864,0.0001045837,0.001553167,0.00009742918],"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":[0.00006151229,0.000147461,0.004074782,0.0004262533,0.000005087203,0.0002055788,0.0003140172,0.0007391192,0.005323996,0.001025296,0.6923947,0.2952823],"study_design_scores_gemma":[0.000006666166,0.0001153645,0.01275919,0.0001473887,0.000003455285,0.0001959283,0.0002796935,0.0004197574,0.002862688,0.0002240557,0.982971,0.00001496948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01808734,0.003767852,0.04017518,0.003197392,0.003301245,0.003937578,0.05605514,0.003240965,0.8682374],"genre_scores_gemma":[0.01438013,0.0025904,0.03077009,0.0004065001,0.0002872842,0.0008610521,0.0358368,0.0005012433,0.9143664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06030698,"threshold_uncertainty_score":0.2017469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548240456719853,"score_gpt":0.2109656745864073,"score_spread":0.1954832700192088,"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."}}