{"id":"W4389200115","doi":"10.54254/2754-1169/46/20230323","title":"The Impact of the Covid-19 on Real Estate Companies: Vanke A and Poly Development","year":2023,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Business; Cash flow; Profitability index; Debt; Real estate; Globalization; Revenue; Finance; Profit (economics); Economics; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005593818,0.0001691051,0.000127546,0.0006587696,0.0006943584,0.002003899,0.0001806395,0.000365171,0.002899482],"category_scores_gemma":[0.0017447,0.00007328663,0.0001613226,0.0009903441,0.0007214617,0.0009135886,0.001152156,0.0007423727,0.0001270176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004355613,"about_ca_system_score_gemma":0.002658039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07922991,"about_ca_topic_score_gemma":0.08691008,"domain_scores_codex":[0.9994497,0.0001759943,0.00001672375,0.00005161906,0.0001090755,0.0001969774],"domain_scores_gemma":[0.9985806,0.000444266,0.0004019124,0.00004310187,0.0002490222,0.0002811739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000232046,0.0003377612,0.8053494,0.0001879092,0.0001172335,0.003094622,0.002671003,0.0141325,0.0008385236,0.09453301,0.01884474,0.05966129],"study_design_scores_gemma":[0.0000381606,0.0003584544,0.8575704,0.0002373357,0.0000979772,0.0003108705,0.02475782,0.04024775,0.00169068,0.01630784,0.05830228,0.00008037349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636941,0.001392,0.0003455557,0.003983752,0.00003452294,0.00003088731,0.0002405727,0.000004947609,0.03027363],"genre_scores_gemma":[0.9970341,0.0005339128,0.00005587767,0.0001289632,0.00001085565,0.000006388198,0.00007689785,9.668274e-7,0.002152108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07922991,"threshold_uncertainty_score":0.1575375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05336651041791988,"score_gpt":0.3303009853514197,"score_spread":0.2769344749334998,"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."}}