{"id":"W2024626198","doi":"10.3905/jpe.2005.580522","title":"PIPEs","year":2005,"lang":"en","type":"article","venue":"The Journal of Private Equity","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Thriving; Business; Equity (law); Finance; Private equity; Issuer; Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913023,0.0001272293,0.0001937921,0.0001151004,0.0001847815,0.0001596802,0.0009229584,0.00004828098,0.0004315042],"category_scores_gemma":[0.0002331042,0.00007643132,0.0001321226,0.0002121351,0.00008878059,0.00154415,0.0006376114,0.0003307259,0.0004077581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000467124,"about_ca_system_score_gemma":0.0000218614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001123908,"about_ca_topic_score_gemma":0.0000129112,"domain_scores_codex":[0.9988458,0.00002181205,0.0003973552,0.00006883771,0.000401895,0.0002643324],"domain_scores_gemma":[0.9989922,0.00005940385,0.0005447169,0.0002287194,0.0001568477,0.00001808984],"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":[0.001200789,0.001052765,0.01240469,0.0003574519,0.0004752371,0.00009940297,0.001152715,0.001476824,0.0724858,0.4307955,0.2191142,0.2593846],"study_design_scores_gemma":[0.001302767,0.00006323931,0.02273569,0.0001005783,0.0002578416,0.0001082745,0.0001937771,0.0006838772,0.003607308,0.06282672,0.9077764,0.0003435799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965004,0.0006367674,0.001981212,0.0127585,0.000770406,0.00009635097,7.775424e-7,0.00004026277,0.01871177],"genre_scores_gemma":[0.9911708,0.00007824002,0.000230669,0.003084979,0.005261367,3.843959e-7,8.807663e-7,0.0000128653,0.0001597665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6886621,"threshold_uncertainty_score":0.5241041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155842330665241,"score_gpt":0.269974201778463,"score_spread":0.2384157784718106,"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."}}