{"id":"W6992449868","doi":"","title":"Lehman Brothers Bankruptcy Examiner Anton Valukas ’65 Discusses Case in Lawrence University Presentation","year":2011,"lang":"en","type":"article","venue":"Lux Scholarship And Creativity At Lawrence University (Lawrence University)","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Insolvency; Presentation (obstetrics); Balance sheet; Government (linguistics); Cash; Receivership; White (mutation); Quarter (Canadian coin)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006698565,0.00050632,0.0005380522,0.0005523479,0.00118932,0.0001585164,0.0009593209,0.0003423884,0.001640392],"category_scores_gemma":[0.0000818161,0.0005444149,0.0001295949,0.001022325,0.0009528853,0.003700083,0.0008802433,0.0004298967,0.00009345161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005597987,"about_ca_system_score_gemma":0.0001687535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140693,"about_ca_topic_score_gemma":0.01215014,"domain_scores_codex":[0.9963517,0.0009386775,0.0002595972,0.001201084,0.000447265,0.0008016508],"domain_scores_gemma":[0.9982904,0.0001667484,0.0002861346,0.0006266511,0.0001820774,0.0004479484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007074377,0.001937106,0.2094879,0.0006972363,0.0001977829,0.0368135,0.03034273,0.0001846425,0.5466218,0.1615171,0.0003045821,0.004821168],"study_design_scores_gemma":[0.02197939,0.004456071,0.2126677,0.002367037,0.001717011,0.002498409,0.09937117,0.001807362,0.5086001,0.004403581,0.1299326,0.01019967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757481,0.00003609086,0.001516162,0.000134393,0.0002199278,0.0005063315,0.0001480209,0.0002108517,0.0214801],"genre_scores_gemma":[0.9842902,0.0002434856,0.001438194,0.00005132796,0.00003008844,4.310219e-7,0.00002307899,0.00002460968,0.01389854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571136,"threshold_uncertainty_score":0.9997007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086194754530171,"score_gpt":0.2105871072997386,"score_spread":0.1697251597544369,"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."}}