{"id":"W4392757107","doi":"10.5539/ijef.v16n4p71","title":"Negative Equity Firms Prior to 2008 Great Recession","year":2024,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Recession; Great recession; Business; Economics; Monetary economics; Financial system; Financial economics; Finance; Keynesian economics; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191614,0.00009182472,0.0001407926,0.0001438709,0.00004302392,0.0003718178,0.000258398,0.00003366784,0.00003885765],"category_scores_gemma":[0.0000874882,0.00008028496,0.00006403259,0.00008284928,0.00002836695,0.001131263,0.0001696066,0.0000992131,0.00005706113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006254335,"about_ca_system_score_gemma":0.00004020008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008975872,"about_ca_topic_score_gemma":0.00004310821,"domain_scores_codex":[0.9993688,0.000001622374,0.0002959046,0.0001435671,0.0000835936,0.0001065245],"domain_scores_gemma":[0.9994908,0.00003298762,0.0002343714,0.00005316678,0.0001778738,0.00001077633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003474605,0.00004775191,0.001291229,0.00004743737,0.00008532129,0.0002171715,0.0003862303,0.001441899,0.00007627941,0.4413613,0.03626227,0.5184357],"study_design_scores_gemma":[0.0003958571,0.00003168822,0.01582519,0.000321689,0.00001360201,0.000041175,0.00003808468,0.006596213,0.0001155331,0.05154375,0.924902,0.0001752126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844595,0.001341048,0.0004162249,0.005614824,0.003738176,0.00006349216,0.00003100201,0.000007566976,0.004328204],"genre_scores_gemma":[0.990919,0.004620293,0.0004992339,0.00136042,0.002082913,0.000002305281,0.00000258531,0.00001238648,0.0005008883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8886397,"threshold_uncertainty_score":0.3585448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016960949838842,"score_gpt":0.2592819563914122,"score_spread":0.2391123468930237,"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."}}