{"id":"W7162117490","doi":"10.82308/16469","title":"The economic efficiency of secured transactions: a comparative analysis","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collateral; Commission; Multinational corporation; Legislation; Process (computing); Globe","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397578,0.0002534404,0.0005978588,0.007253704,0.0004464228,0.003134405,0.0005589635,0.0006338696,0.01672093],"category_scores_gemma":[0.008225908,0.0001836031,0.001202932,0.009446577,0.001467683,0.002777623,0.001039512,0.0007966399,0.001222812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331153,"about_ca_system_score_gemma":0.0005982481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302578,"about_ca_topic_score_gemma":0.002336039,"domain_scores_codex":[0.9983302,0.0008192502,0.00007235345,0.0001454481,0.0004504233,0.0001823313],"domain_scores_gemma":[0.9850487,0.01163026,0.001252861,0.0005120509,0.001221061,0.0003351],"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":[0.001341553,0.0008113685,0.1523899,0.001567286,0.00131169,0.001597779,0.00267239,0.05104686,0.00153638,0.6309194,0.01238572,0.1424197],"study_design_scores_gemma":[0.0001953728,0.001866846,0.6549123,0.0008899032,0.0008978241,0.002352387,0.01135585,0.07913069,0.001550127,0.148645,0.09801833,0.0001853636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.729918,0.02174074,0.01206365,0.000971448,0.00006395709,0.0001909056,0.002571396,0.00004231945,0.2324376],"genre_scores_gemma":[0.9830383,0.00696239,0.001913609,0.00004161056,0.0000955155,0.00005071658,0.001407836,0.00002890322,0.006461097],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01672093,"threshold_uncertainty_score":0.05593705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464202927235312,"score_gpt":0.2448788888618869,"score_spread":0.2302368595895338,"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."}}