{"id":"W6893125392","doi":"10.5281/zenodo.14651863","title":"Аналіз впливу короновірусної інфекції на здоров'я людства: епідеміологічні данні, вакцинаційні стратегії, психологічний аспект, наслідки (огляд літератури)","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Context (archaeology); Product (mathematics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001713838,0.0008515134,0.0007562196,0.001064093,0.008266965,0.01164819,0.002876897,0.0003780867,0.1212163],"category_scores_gemma":[0.006325537,0.0009233054,0.0005396675,0.0007849219,0.001295305,0.001219075,0.003689494,0.00150027,0.1038448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007669201,"about_ca_system_score_gemma":0.00006319457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157098,"about_ca_topic_score_gemma":0.00007188479,"domain_scores_codex":[0.9931521,0.0008459635,0.001076958,0.001732671,0.001500954,0.001691397],"domain_scores_gemma":[0.9926668,0.0001463094,0.0003255047,0.001404105,0.004681917,0.0007753904],"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":[0.0001455899,0.0005623151,0.00002581031,0.001312241,0.0005994753,0.000500427,0.04553757,0.00002080571,0.00009144687,0.1031772,0.8293959,0.01863118],"study_design_scores_gemma":[0.0009181054,0.0004572844,0.0002028438,0.0004864195,0.0003854888,0.00004396198,0.01473428,0.0008892374,0.0001419943,0.002274192,0.9783981,0.00106807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08300707,0.01183719,0.001916761,0.002259546,0.04045961,0.003106311,0.01174199,0.007980762,0.8376908],"genre_scores_gemma":[0.859293,0.002283208,0.0001364316,0.0007561269,0.02621628,3.136884e-7,0.005752088,0.004655059,0.1009074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.776286,"threshold_uncertainty_score":0.9993218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796080354835278,"score_gpt":0.242755162234605,"score_spread":0.1947943586862522,"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."}}