{"id":"W4394847440","doi":"10.2139/ssrn.4795883","title":"PIPEs in SPACs","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Initial public offering; Finance; Business; Quality (philosophy); Investment (military); Survivability; Monetary economics; Economics; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282747,0.001151282,0.001053182,0.002285696,0.001561125,0.004256992,0.001509003,0.001492805,0.2066353],"category_scores_gemma":[0.005624601,0.001231886,0.001353272,0.003098349,0.001372781,0.006741569,0.004723264,0.002264516,0.1169363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009308529,"about_ca_system_score_gemma":0.001526775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787425,"about_ca_topic_score_gemma":0.003953749,"domain_scores_codex":[0.9984824,0.0002604146,0.0001159515,0.0003590445,0.0005680817,0.0002140379],"domain_scores_gemma":[0.9974986,0.0005243935,0.00008734787,0.001258329,0.0004179902,0.000213342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002892219,0.0000707838,0.001019997,0.0004361428,0.00004018593,0.000200812,0.000521128,0.002867681,0.001888582,0.2401082,0.5713676,0.1811898],"study_design_scores_gemma":[0.00003843604,0.00002250864,0.0003872522,0.0001098158,0.00001791637,0.0001135197,0.0001078366,0.007701267,0.002611947,0.1459238,0.84293,0.00003569251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0085242,0.001551725,0.350977,0.003709749,0.002855549,0.0002684437,0.0400071,0.1647648,0.4273413],"genre_scores_gemma":[0.1627104,0.002468327,0.1954314,0.002703894,0.001600849,0.0007031922,0.08990621,0.09266376,0.451812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2066353,"threshold_uncertainty_score":0.6912638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107385696467241,"score_gpt":0.2166328606593077,"score_spread":0.2058942910125836,"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."}}