{"id":"W4403039664","doi":"10.2139/ssrn.4943381","title":"&lt;p&gt;&lt;span&gt;The Signaling Value of Technology Venture Acquisitions&amp;nbsp;&lt;/span&gt;&lt;/p&gt;","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Span (engineering); Value (mathematics); Engineering; Mathematics; Structural engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006482567,0.0005275788,0.000907098,0.001528564,0.001209845,0.00424231,0.0004120193,0.002635211,0.1113279],"category_scores_gemma":[0.00458176,0.0002738376,0.0003548586,0.00262176,0.001098439,0.003185207,0.0007494625,0.001561438,0.0175904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011899,"about_ca_system_score_gemma":0.0009656046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282764,"about_ca_topic_score_gemma":0.01418194,"domain_scores_codex":[0.9997154,0.00005210106,0.00001665738,0.0000660552,0.0001142124,0.00003562915],"domain_scores_gemma":[0.9982511,0.001012854,0.0002233997,0.000125519,0.0002745911,0.0001125891],"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":[0.0002299455,0.00005901762,0.001874235,0.0002233544,0.00006627258,0.0003177397,0.0001828385,0.001871234,0.0009751518,0.419878,0.471754,0.1025683],"study_design_scores_gemma":[0.0001108806,0.00005841909,0.01110005,0.0002225345,0.0001063144,0.0001871269,0.0003412079,0.008352849,0.004415986,0.7169976,0.2580452,0.00006189157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06804262,0.01468251,0.01523686,0.1524464,0.005258332,0.0001103417,0.02647427,0.00134642,0.7164022],"genre_scores_gemma":[0.5832548,0.01216743,0.004862324,0.002175914,0.003285457,0.0001147104,0.004827587,0.0006851233,0.3886267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8886721,"threshold_uncertainty_score":0.3724291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105080634876511,"score_gpt":0.234467575009859,"score_spread":0.2239595115222079,"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."}}