{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005244648,0.0004708297,0.0007938536,0.0001895267,0.0002198922,0.0005188682,0.0001086509,0.000735749,0.00007152255],"category_scores_gemma":[0.001054111,0.0003773418,0.0001457835,0.0001270844,0.00009245523,0.0001402146,0.0001667195,0.0006439216,0.000004013285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008337697,"about_ca_system_score_gemma":0.0001800894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467029,"about_ca_topic_score_gemma":0.001789429,"domain_scores_codex":[0.9981963,0.00001319958,0.0005779044,0.0005923056,0.0002360295,0.0003842783],"domain_scores_gemma":[0.9988434,0.0001942457,0.0005298788,0.0002784175,0.00008677856,0.00006728782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005808398,0.000141348,0.1479867,0.01115004,0.0006389714,0.006546176,0.000570674,0.2348717,0.00002765411,0.3115372,0.04748726,0.2384614],"study_design_scores_gemma":[0.001088525,0.00006278225,0.005178577,0.002630354,0.0002776396,0.0002295777,0.00001379613,0.03975391,3.028484e-7,0.02879537,0.9202343,0.001734918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04493754,0.4491992,0.09313502,0.004588478,0.01800304,0.005438764,0.0001343991,0.0009343279,0.3836292],"genre_scores_gemma":[0.9812996,0.000733792,0.00001368946,0.001840489,0.008135935,0.00001970256,0.0001603619,0.00009017559,0.007706192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9363621,"threshold_uncertainty_score":0.9998679,"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."}}