{"id":"W7054487477","doi":"","title":"The abundance, biomass and composition of pelagic ciliates in East African lakes of different salinity and trophy","year":2014,"lang":"en","type":"article","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ciliate; Biomass (ecology); Abundance (ecology); Trophic level; Temperate climate; Plankton; Salinity; Chlorophyll a","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009764245,0.00008479165,0.00009861604,0.0003176007,0.0004055373,0.0001395986,0.0000828785,0.00003255499,0.00003522688],"category_scores_gemma":[0.000137265,0.00006042467,0.00001059204,0.002416633,0.0003850283,0.0001713208,0.00002633511,0.00005600684,0.000002506277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001442927,"about_ca_system_score_gemma":0.00001433688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001743855,"about_ca_topic_score_gemma":0.00005491276,"domain_scores_codex":[0.9993871,0.00002762522,0.000236524,0.0001359915,0.000125196,0.00008760748],"domain_scores_gemma":[0.9992505,0.0001792949,0.00006268783,0.0001080204,0.0003482355,0.00005128453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000103008,0.000377268,0.0350582,0.0003403045,0.00005924239,4.557716e-8,0.005626589,0.0007722476,0.08661569,0.8653276,0.001603925,0.004208623],"study_design_scores_gemma":[0.001289374,0.0001353048,0.8302098,0.0001952268,0.0001352556,0.0000206345,0.009082633,0.1056722,0.005980749,0.02076873,0.02576012,0.0007499052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961208,0.0003431252,0.0004523424,0.002315612,0.0000828124,0.0001487301,0.0000434545,0.00001728623,0.0004758557],"genre_scores_gemma":[0.9987628,0.0001811543,0.0002765004,0.000009297551,0.00001914014,0.00001165786,0.0003570215,0.000007051024,0.000375319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8445588,"threshold_uncertainty_score":0.3119106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008155976131937031,"score_gpt":0.2017557247868147,"score_spread":0.1935997486548777,"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."}}