{"id":"W2065160043","doi":"10.1134/s1995425514040131","title":"Experimental estimation of the possible use of submersed macrophytes for biotesting bottom sediments of the Yenisei River","year":2014,"lang":"en","type":"article","venue":"Contemporary Problems of Ecology","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macrophyte; Myriophyllum; Elodea canadensis; Shoot; Aquatic plant; Biology; Botany; Radionuclide; Agronomy; Horticulture; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002236092,0.00009078393,0.0002120419,0.00002925541,0.00005971107,0.000003232903,0.0002345598,0.00006506896,0.00005890664],"category_scores_gemma":[0.0001109958,0.00006087092,0.0001062748,0.0001295812,0.0006319367,0.0001601466,0.0000784423,0.00005500215,0.000001050905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003233744,"about_ca_system_score_gemma":0.00002982095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002685719,"about_ca_topic_score_gemma":0.00003228675,"domain_scores_codex":[0.9990966,0.0001200737,0.0003856455,0.0001507719,0.0001390192,0.0001078448],"domain_scores_gemma":[0.9990877,0.0002420759,0.0003964455,0.0002175121,0.00003439056,0.0000218624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006682434,0.0002838389,0.4655344,0.00008027931,0.00004263887,7.307762e-8,0.0008379998,0.002037933,0.5290834,0.0007187281,0.0001536057,0.001160281],"study_design_scores_gemma":[0.001014692,0.0002387446,0.4184939,0.00004355091,0.00001626759,6.362785e-7,0.00004440939,0.006209158,0.5733667,0.0003428556,0.0001703161,0.00005879442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966508,0.00003603154,0.001119687,0.0001502459,0.0001614752,0.00077935,0.00002767471,0.000004697066,0.001070053],"genre_scores_gemma":[0.9980806,8.897742e-7,0.001643291,0.00005482368,0.000003841438,0.00002905892,0.00000372689,0.000008511255,0.0001752311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04704059,"threshold_uncertainty_score":0.2482244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730692122926915,"score_gpt":0.2384012776506283,"score_spread":0.2010943564213591,"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."}}