{"id":"W113175378","doi":"","title":"Ботаники в Нижегородской экспедиции В. В. Докучаева: \"старые\" территории, новые задачи","year":2010,"lang":"ru","type":"article","venue":"Историко-биологические исследования","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Vegetation (pathology); Quarter (Canadian coin); Physical geography; Archaeology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001600087,0.002218022,0.002276213,0.0002095986,0.003127771,0.001029093,0.003048218,0.002139705,0.02094475],"category_scores_gemma":[0.0005187282,0.001138658,0.001810828,0.002418858,0.00187832,0.0008206447,0.001724801,0.003833218,0.006447325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135033,"about_ca_system_score_gemma":0.0002444455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032414,"about_ca_topic_score_gemma":0.01066441,"domain_scores_codex":[0.988346,0.0004662874,0.002205964,0.003167483,0.001888963,0.003925269],"domain_scores_gemma":[0.9942066,0.0008772307,0.001080308,0.001329076,0.0007798384,0.001726964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005610979,0.002939132,0.03159843,0.0004267454,0.001084896,0.0004738949,0.001575533,0.00002206641,0.1084102,0.01176025,0.4833538,0.357794],"study_design_scores_gemma":[0.001504138,0.001412569,0.1502749,0.0002570058,0.0003506994,0.000185892,0.002167146,0.0002870176,0.001798523,0.002491092,0.8365392,0.00273181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863446,0.005668662,0.0000201742,0.02053867,0.06073615,0.002057676,0.0009391691,0.0009997046,0.1226951],"genre_scores_gemma":[0.8989052,0.003813562,0.0007128277,0.003104973,0.03601412,0.0001764622,0.0003221148,0.00008268123,0.05686811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3550622,"threshold_uncertainty_score":0.9991557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008784998129201875,"score_gpt":0.202306656488196,"score_spread":0.1935216583589942,"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."}}