{"id":"W2156511944","doi":"10.2139/ssrn.1667035","title":"Labor Unemployment Risk and Corporate Financing Decisions","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Unemployment; Business; Finance; Corporate finance; Economics; Labour economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021619,0.0001747302,0.000180642,0.0001263826,0.0003751579,0.000106448,0.0002205239,0.00005225042,0.00005023281],"category_scores_gemma":[0.0001295085,0.0001488706,0.00006365521,0.0003866983,0.00004430851,0.0008371746,0.00008097027,0.0008525408,0.0001557166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362185,"about_ca_system_score_gemma":0.0003539428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007705119,"about_ca_topic_score_gemma":0.002483813,"domain_scores_codex":[0.9980392,0.00001170136,0.0002792471,0.0002287122,0.0001996569,0.001241433],"domain_scores_gemma":[0.9989029,0.0000234725,0.0007460652,0.0001699268,0.0001396427,0.00001801616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001226947,0.00008167305,0.6970369,0.000007677258,0.00005140853,0.00002965881,0.00006567837,0.00002227612,0.00005432688,0.2457502,0.0009099504,0.0558676],"study_design_scores_gemma":[0.000973121,0.00007780833,0.4646041,0.00006841978,0.0000850483,0.00007412584,0.0002971634,0.0002179187,0.0000243864,0.5117748,0.0215092,0.0002939532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900743,0.001284483,0.006737998,0.0002625469,0.0002679499,0.0001014684,0.00000414167,0.00004093507,0.001226146],"genre_scores_gemma":[0.9919472,0.005974089,0.0001597988,0.0004335301,0.0005189596,0.000005223367,0.00000177505,0.00002640459,0.0009330213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660246,"threshold_uncertainty_score":0.6070769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261212912366507,"score_gpt":0.2048885827859054,"score_spread":0.1787672915492547,"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."}}