{"id":"W1702765906","doi":"10.1016/j.ejop.2015.06.009","title":"Hydroecology of Amazonian lacustrine Arcellinida (testate amoebae): A case study from Lake Quistococha, Peru","year":2015,"lang":"en","type":"article","venue":"European Journal of Protistology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Environment Research Council","keywords":"Testate amoebae; Fauna; Ecology; Temperate climate; Biology; Abundance (ecology); Peat; Eutrophication; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001425295,0.0002789119,0.0001956607,0.001542093,0.00122,0.0005520071,0.0004018553,0.0006557573,0.001087912],"category_scores_gemma":[0.0005684656,0.0001946941,0.0001982738,0.001351984,0.0008837937,0.000500267,0.0009897579,0.0002052937,0.0001304008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009059048,"about_ca_system_score_gemma":0.0003859882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04130717,"about_ca_topic_score_gemma":0.1082707,"domain_scores_codex":[0.9998745,0.0000289127,0.000008893112,0.00002269615,0.00001821672,0.00004667018],"domain_scores_gemma":[0.9997324,0.00006799452,0.00008465575,0.00001547051,0.00005409841,0.0000453728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001222728,0.0000976093,0.9312969,0.0002057968,0.00006556947,0.008510388,0.02561638,0.0002510706,0.01433979,0.0003522442,0.0002235341,0.01891858],"study_design_scores_gemma":[0.000002040472,0.00005353308,0.9922644,0.00001546508,0.00001450257,0.001522878,0.004794491,0.0001814941,0.0002117111,0.00004722088,0.0008874408,0.000004771065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990281,0.0001852463,0.00006150995,0.00003622855,4.956033e-7,0.000009381405,0.00005007776,0.000003060242,0.0006259838],"genre_scores_gemma":[0.9994849,0.0001704049,0.0001139229,0.00001157571,0.000001747541,0.00000599314,0.0000531713,0.000001399087,0.0001568793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04130717,"threshold_uncertainty_score":0.08213347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164295377709068,"score_gpt":0.2597081297218383,"score_spread":0.2280651759447476,"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."}}