{"id":"W4226205017","doi":"10.24852/2411-7374.2022.1.39.47","title":"ОСОБЕННОСТИ И РАЗЛИЧИЯ АБИОТИЧЕСКИХ КОМПОНЕНТОВ ЭКОСИСТЕМ ОЗЕР И ВОДОХРАНИЛИЩ (ОБЗОР)","year":2022,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limnology; Temperate climate; Phytoplankton; Hydrology (agriculture); Hydrobiology; Oceanography; Geography; Physical geography; Ecology; Geology; Aquatic environment; Biology; Nutrient","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":[0.002608091,0.0007935226,0.000528783,0.002192706,0.003931704,0.009780319,0.001340452,0.002497494,0.04465863],"category_scores_gemma":[0.009006586,0.0008132934,0.0008503044,0.002126471,0.006577335,0.005558018,0.003426696,0.003248428,0.01608595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00400253,"about_ca_system_score_gemma":0.007712324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008867457,"about_ca_topic_score_gemma":0.008977441,"domain_scores_codex":[0.9949673,0.001185191,0.0002823175,0.0009267172,0.002158607,0.0004799081],"domain_scores_gemma":[0.9955359,0.001104457,0.0004907873,0.0007867277,0.001667715,0.0004145277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008490907,0.00007427602,0.002611063,0.0003991294,0.00004133199,0.0005640674,0.005371802,0.0009528142,0.004360877,0.8942668,0.01728384,0.073989],"study_design_scores_gemma":[0.00003868404,0.00007286265,0.00549139,0.0004229525,0.00006042485,0.0008402961,0.005636649,0.00150678,0.005892685,0.3037345,0.6761761,0.0001267564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03450443,0.007184272,0.09488568,0.01233653,0.001577654,0.0002897985,0.000973604,0.000693297,0.8475547],"genre_scores_gemma":[0.5425462,0.01003916,0.1301404,0.002249199,0.0008592787,0.000870746,0.001089969,0.0008820903,0.311323],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04465863,"threshold_uncertainty_score":0.149398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462882733242432,"score_gpt":0.1679227637625879,"score_spread":0.1532939364301636,"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."}}