{"id":"W89567011","doi":"10.2139/ssrn.559943","title":"A Dynamic Model of Corporate Acquisitions","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Concordia University","funders":"","keywords":"Business; Accounting","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":[0.0008542092,0.00009381409,0.0002465453,0.0002438434,0.0001069341,0.00002476102,0.0001280889,0.00005098406,0.0001381656],"category_scores_gemma":[0.00002685986,0.00009625501,0.0002080697,0.0002352924,0.00004568727,0.0001524968,0.000009635437,0.0004311798,0.0001115875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639697,"about_ca_system_score_gemma":0.0002956646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002513183,"about_ca_topic_score_gemma":0.0001577849,"domain_scores_codex":[0.9985872,0.0000136893,0.0004311021,0.0001436034,0.00003443122,0.0007899987],"domain_scores_gemma":[0.999247,0.000008682275,0.0005126776,0.0001438441,0.00003509177,0.00005267468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004211208,0.00005654996,0.00127201,0.000001865334,0.0001355096,3.868429e-7,0.00005804609,0.002286246,0.0001091824,0.9959987,0.00002875208,0.00004847515],"study_design_scores_gemma":[0.000287256,0.00006783483,0.0001059832,0.00000281554,0.00002107467,0.00002724095,0.0002017475,0.0525917,0.00003253243,0.9464315,0.0001228492,0.0001074313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8651848,0.07088076,0.05460834,0.000380116,0.0001551159,0.00009396642,0.00004960646,0.00001785167,0.008629415],"genre_scores_gemma":[0.9676578,0.02645767,0.000566686,0.00005328916,0.00001248726,0.000002457739,0.000005310282,0.00001355785,0.005230753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102473,"threshold_uncertainty_score":0.3925166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419721448161556,"score_gpt":0.2087460564177354,"score_spread":0.1845488419361199,"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."}}