{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001339881,0.001939288,0.001861684,0.0007667703,0.002263343,0.0006876159,0.001905853,0.0008930573,0.01773801],"category_scores_gemma":[0.0002768461,0.001810119,0.000916985,0.002936739,0.001124513,0.001151487,0.001090274,0.001475206,0.04621179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985312,"about_ca_system_score_gemma":0.0003319334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005539876,"about_ca_topic_score_gemma":0.004342004,"domain_scores_codex":[0.9884816,0.0004248001,0.001878453,0.002678604,0.00228058,0.00425594],"domain_scores_gemma":[0.9954684,0.0006113167,0.000697164,0.001755611,0.0001231833,0.001344302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000396268,0.0004830156,0.6478386,0.0008552222,0.000749997,0.0008494442,0.00221679,0.001335172,0.0002754187,0.0003121166,0.2256739,0.1190141],"study_design_scores_gemma":[0.002162813,0.00113291,0.5961977,0.0002995485,0.0004003026,0.00009886544,0.003093461,0.00705139,0.0007424361,0.001768579,0.3845894,0.002462596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8142711,0.0131457,0.00007244305,0.007311262,0.008951098,0.003223797,0.00210719,0.00165758,0.1492598],"genre_scores_gemma":[0.9239575,0.01030611,0.0002975764,0.001588453,0.002419623,0.00008218915,0.001818506,0.0001587433,0.05937133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589155,"threshold_uncertainty_score":0.9993351,"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."}}