{"id":"W4399655413","doi":"10.31433/978-5-904121-41-9-2024-5-7","title":"CANADIAN GOLDENROAD (SOLIDAGO CANADENSIS L.) AS AN INDICATOR OF ANTHROPOGENIC TRANSFORMATION OF ECOSYSTEMS OF THE LOWER AMUR REGION","year":2024,"lang":"ru","type":"article","venue":"","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidago canadensis; Shrub; Disturbance (geology); Ecosystem; Geography; Ecology; Plant community; Invasive species; Environmental science; Biology; Ecological succession","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":[0.0001441598,0.0001550482,0.0002791156,0.00003450028,0.0001530057,0.00002184168,0.0002667726,0.0001419151,0.0008722095],"category_scores_gemma":[0.000008273356,0.00005654658,0.0002016409,0.0003861369,0.0002956461,0.000165106,0.00003580148,0.00008702572,0.00002340944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512886,"about_ca_system_score_gemma":0.00007663355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8687068,"about_ca_topic_score_gemma":0.9186465,"domain_scores_codex":[0.9987168,0.00007996578,0.0004510433,0.000217766,0.0002871356,0.0002473313],"domain_scores_gemma":[0.9995503,0.00004421927,0.0001325713,0.00009991448,0.00002393369,0.0001490505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548097,0.001444626,0.4681921,0.002370866,0.001734095,0.00005954471,0.03023109,0.0001086558,0.1454114,0.008278811,0.01705044,0.3248636],"study_design_scores_gemma":[0.0002687515,0.001967153,0.8690773,0.0007379801,0.0003058455,0.00004852574,0.03749205,0.0005013462,0.06304951,0.0003715175,0.02565066,0.0005293621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991016,0.001725048,2.975377e-7,0.00348362,0.0005074792,0.0002437569,0.0001624213,0.000008784969,0.002852604],"genre_scores_gemma":[0.9983395,0.0009377392,0.000001216175,0.00005986965,0.00007451648,0.000004285029,0.00001348347,0.000001959761,0.0005674691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4008852,"threshold_uncertainty_score":0.9550083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418263057752596,"score_gpt":0.2133739610327907,"score_spread":0.1991913304552647,"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."}}