{"id":"W2516782178","doi":"","title":"INVESTIGATIONS OF ALGAL FLORA OF “VERKHNEYE DVUOBYE” WETLANDS","year":2009,"lang":"ru","type":"article","venue":"Фундаментальные исследования (Fundamental Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flora (microbiology); Aquatic plant; Ecology; Water column; Botany; Littoral zone; Wetland; Vegetation (pathology); Pistia; Algae; Rumex; Biology; Environmental science; Macrophyte; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001030217,0.00008701324,0.0001101985,0.001100219,0.0006183609,0.0003777852,0.0001046919,0.00006731225,0.0008495929],"category_scores_gemma":[0.0001483269,0.00007626332,0.00005901333,0.0007898031,0.000415656,0.0001581381,0.0003184814,0.0001099275,0.00009827439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005516788,"about_ca_system_score_gemma":0.0003858472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03269576,"about_ca_topic_score_gemma":0.09498221,"domain_scores_codex":[0.9998995,0.00001156375,0.000006544589,0.00002738823,0.00002274723,0.00003225362],"domain_scores_gemma":[0.9999427,0.000008307807,0.00001239412,0.000003958219,0.00001271476,0.00001992567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003275614,0.00005468132,0.7242504,0.0004205058,0.0000709115,0.002273525,0.0251553,0.0006150728,0.147317,0.003133588,0.0006680836,0.09571343],"study_design_scores_gemma":[0.00000159678,0.0000278027,0.993776,0.000009436129,0.000003850282,0.0002680496,0.001068072,0.00005231469,0.0005252321,0.00005503371,0.004208562,0.000003993189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972228,0.0003015403,0.00008963665,0.00001095106,0.000001807623,0.000005379999,0.000139776,0.000002149466,0.002226048],"genre_scores_gemma":[0.997808,0.0002346758,0.0002217118,0.000005935234,0.000002033147,0.000004396002,0.000247349,0.000001770436,0.00147407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03269576,"threshold_uncertainty_score":0.06501091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08992402735961129,"score_gpt":0.3934685102588958,"score_spread":0.3035444828992845,"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."}}