{"id":"W3123554580","doi":"10.1007/978-3-030-66093-2_20","title":"Covid-19: Financial Impact and Disclosure","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Position (finance); Coronavirus disease 2019 (COVID-19); Accounting; Pandemic; Finance; Geography; Medicine","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":[0.003589509,0.001531438,0.001094037,0.005460205,0.001275298,0.008139128,0.001550303,0.001566346,0.08878223],"category_scores_gemma":[0.01240919,0.0004834145,0.0007717659,0.00897669,0.001046114,0.004602747,0.002315368,0.003305646,0.02298127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663909,"about_ca_system_score_gemma":0.002651184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618232,"about_ca_topic_score_gemma":0.006026846,"domain_scores_codex":[0.9959363,0.0006474364,0.0002209749,0.0003054288,0.002634784,0.0002551389],"domain_scores_gemma":[0.9948831,0.002143646,0.0005218484,0.0004021586,0.001694147,0.0003550845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003482655,0.00004701008,0.001235428,0.0002993472,0.00002227248,0.00004550432,0.0001060499,0.001114709,0.0001059437,0.2149173,0.559405,0.2226667],"study_design_scores_gemma":[0.000011977,0.00003831507,0.00415636,0.0008053897,0.00002519852,0.0002175421,0.0001428897,0.002925874,0.0004277937,0.1684131,0.8227854,0.00005014064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003869932,0.03807474,0.02606536,0.008862334,0.004686323,0.0001176377,0.0152019,0.002081692,0.90104],"genre_scores_gemma":[0.166397,0.06644924,0.03686877,0.00378518,0.008971709,0.0006351824,0.05815941,0.004198476,0.654535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08878223,"threshold_uncertainty_score":0.2970061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729944231568093,"score_gpt":0.2439489105129891,"score_spread":0.2266494681973081,"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."}}