{"id":"W2279326383","doi":"","title":"Investigations of algal flora of \"Verkhneye Dvuobye\" wetlands (Ob-Irtysh floodplain): brief description of euglenal algae","year":2009,"lang":"ru","type":"article","venue":"Фундаментальные исследования (Fundamental Research)","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algae; Floodplain; Ecology; Littoral zone; Water column; Aquatic plant; Botany; Wetland; Myriophyllum; Spirogyra; Vegetation (pathology); Flora (microbiology); Biology; Environmental science; Hydrology (agriculture); Macrophyte; Geology; Bacteria","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00247006,0.0006358952,0.001255887,0.0006585618,0.0007547829,0.0001068786,0.001079817,0.0003944777,0.00666663],"category_scores_gemma":[0.000570366,0.0005960629,0.0004594042,0.001370339,0.003809969,0.0008349282,0.0003289546,0.000914616,0.0003734941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177868,"about_ca_system_score_gemma":0.0003599553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009116599,"about_ca_topic_score_gemma":0.001290222,"domain_scores_codex":[0.9917994,0.0007796917,0.001893935,0.0009244813,0.003183182,0.001419278],"domain_scores_gemma":[0.9966642,0.0007858631,0.0007680369,0.0008215967,0.0002594261,0.0007008234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002146307,0.003201943,0.8058485,0.001184957,0.001116131,0.00009058479,0.01025833,0.001593254,0.04654109,0.004139462,0.0268213,0.09705818],"study_design_scores_gemma":[0.003105397,0.006915723,0.930833,0.00110856,0.0002715912,0.00003927038,0.00932479,0.006575532,0.02746136,0.005985673,0.007489782,0.0008892689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966071,0.004441405,0.000213583,0.0009113668,0.000510298,0.001050267,0.001802648,0.00003744462,0.02496203],"genre_scores_gemma":[0.9920152,0.002783159,0.00145887,0.0001505858,0.0002578548,0.000007688364,0.0006476758,0.00003238974,0.002646518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1249846,"threshold_uncertainty_score":0.999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09006671364505954,"score_gpt":0.2937728015443813,"score_spread":0.2037060878993218,"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."}}