{"id":"W3137818815","doi":"10.33917/es-4.170.2020.72-79","title":"Uncertainties in Pandemic Assessment. Chronicles of Appraisal Business","year":2020,"lang":"en","type":"article","venue":"Economic Strategies","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Business; Performance appraisal; Quarter (Canadian coin); Position (finance); Process management; Strategic management; Marketing; Qualitative analysis; Qualitative property; Quantitative analysis (chemistry); Industrial organization; Qualitative research; Management; Computer science; Economics; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008428222,0.0007344728,0.0004588233,0.006423746,0.002453617,0.006678566,0.0008389814,0.001511441,0.006114207],"category_scores_gemma":[0.02154719,0.0003048948,0.0004449785,0.004198115,0.004289617,0.00609903,0.003969109,0.001447594,0.0005529675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004208504,"about_ca_system_score_gemma":0.002975611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003031318,"about_ca_topic_score_gemma":0.003993835,"domain_scores_codex":[0.9932616,0.003397628,0.000481105,0.0004140172,0.002095795,0.0003498154],"domain_scores_gemma":[0.9861595,0.007958001,0.002523818,0.0005744083,0.00232238,0.0004619416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001770493,0.00008571594,0.02006132,0.001604851,0.00006826731,0.001430507,0.02124167,0.01756775,0.00185472,0.698436,0.02170806,0.2157641],"study_design_scores_gemma":[0.00001364701,0.000247334,0.02308766,0.002435646,0.0000477071,0.001197789,0.05112633,0.02841914,0.001704685,0.669099,0.2224788,0.0001423342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1836674,0.03526358,0.254355,0.02707424,0.002332199,0.001926957,0.003085933,0.0004509874,0.4918437],"genre_scores_gemma":[0.9474612,0.005783523,0.03515097,0.0004078722,0.0005621836,0.0004306177,0.0004088202,0.00004277838,0.009752015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008428222,"threshold_uncertainty_score":0.04457319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033708475656323,"score_gpt":0.3519024284482563,"score_spread":0.301565343691693,"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."}}