{"id":"W4367610190","doi":"10.24852/2411-7374.2023.1.21.27","title":"ПРОСТРАНСТВЕННОЕ РАСПРЕДЕЛЕНИЕ ЦИАНОБАКТЕРИЙ В ФИТОПЛАНКТОНЕ РЕКИ КАЗАНКА","year":2023,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":[0.004343351,0.0005551946,0.0004093781,0.002062863,0.00416907,0.01334238,0.001114319,0.00321007,0.03832874],"category_scores_gemma":[0.008246644,0.0006655123,0.000724612,0.002275171,0.006825348,0.007217598,0.003276709,0.003094881,0.01461079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006800005,"about_ca_system_score_gemma":0.009041779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137206,"about_ca_topic_score_gemma":0.0164738,"domain_scores_codex":[0.9953375,0.001284023,0.0002229068,0.0007802284,0.001939654,0.0004356847],"domain_scores_gemma":[0.9957769,0.001269424,0.0003513799,0.0005409337,0.001573529,0.0004877925],"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":[0.00006669406,0.0000494815,0.00229472,0.0003870708,0.00003113208,0.0003389066,0.003443348,0.000806611,0.00166929,0.7939327,0.05821848,0.1387615],"study_design_scores_gemma":[0.00001888985,0.00003322691,0.002989301,0.0003781939,0.00002904563,0.0003376315,0.00291449,0.0006414425,0.001839742,0.1766157,0.8141469,0.00005542708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01460674,0.01386099,0.03628116,0.04537203,0.001914416,0.0001486187,0.0009454118,0.0004910193,0.8863795],"genre_scores_gemma":[0.5181554,0.0289995,0.08471271,0.007433003,0.001537111,0.0006157047,0.001237829,0.000854541,0.3564542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03832874,"threshold_uncertainty_score":0.1282224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763176312846976,"score_gpt":0.2002180548086898,"score_spread":0.17258629168022,"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."}}