{"id":"W4367610169","doi":"10.24852/2411-7374.2023.1.61.68","title":"ВЛИЯНИЕ ТЯЖЕЛЫХ МЕТАЛЛОВ НА ДИНАМИКУ ЧИСЛЕННОСТИ И ФЛУОРЕСЦЕНТНЫЕ ХАРАКТЕРИСТИКИ PROROCENTRUM FORAMINOSUM (DINOPHYTA)","year":2023,"lang":"ru","type":"article","venue":"Российский журнал прикладной экологии","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Botany; Biology; Cadmium; Chlorella vulgaris; Chlorophyceae; Algae; Chlorophyta; Chemistry","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":[0.0007296135,0.0005338953,0.0004634753,0.001774325,0.001965686,0.003479151,0.0004351993,0.0009850557,0.008889948],"category_scores_gemma":[0.001245938,0.000645744,0.0005904872,0.001791751,0.001541686,0.001596189,0.001572174,0.001315624,0.002914152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001920723,"about_ca_system_score_gemma":0.002376727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005607988,"about_ca_topic_score_gemma":0.008172253,"domain_scores_codex":[0.9987677,0.0001546777,0.00005491915,0.0003418871,0.0005042407,0.0001765821],"domain_scores_gemma":[0.9992249,0.0001256328,0.0001123643,0.00008672494,0.0003536885,0.0000967817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005368976,0.00009492446,0.01390795,0.001511396,0.0001335464,0.001614249,0.004463061,0.004209673,0.6495636,0.0863865,0.004551959,0.2330262],"study_design_scores_gemma":[0.00005193812,0.0003206375,0.05337473,0.0003155554,0.0002006409,0.002109442,0.006294345,0.002707889,0.3810691,0.04977833,0.5034487,0.0003287739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5847107,0.04175923,0.1165317,0.004570466,0.001079366,0.0002580954,0.002686621,0.0009550315,0.2474487],"genre_scores_gemma":[0.8931203,0.01269589,0.04612852,0.0003542022,0.0001745812,0.0002759717,0.0009144599,0.0002575019,0.04607849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008889948,"threshold_uncertainty_score":0.0297398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053143685817021,"score_gpt":0.1991136159504029,"score_spread":0.1785821790922327,"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."}}