{"id":"W2135881547","doi":"","title":"A Comparison of Revenue Growth at Recent-IPO and Established Firms: The Influence of SG&A, R&D and COGS","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; University of Waterloo","funders":"","keywords":"Initial public offering; Revenue; Elasticity (physics); Output elasticity; Productivity; Industrial organization; Function (biology); Economics; Production function; Business; Microeconomics; Monetary economics; Production (economics); Econometrics; Finance; Macroeconomics","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":[0.000876425,0.00009380303,0.0003502078,0.0001305047,0.0001232494,0.00003049637,0.0001444333,0.00005009162,0.00001470859],"category_scores_gemma":[0.00009676792,0.00007500499,0.0000708286,0.0002246961,0.0001127859,0.0001732964,0.00003245602,0.0004007561,0.000002922002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284617,"about_ca_system_score_gemma":0.00005851581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077463,"about_ca_topic_score_gemma":0.0004686774,"domain_scores_codex":[0.9987994,0.00002115252,0.0005071515,0.000145571,0.00004846357,0.0004782864],"domain_scores_gemma":[0.9991876,0.00004325772,0.0005507665,0.000122892,0.0000504379,0.00004504852],"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":[0.00007971429,0.0001255359,0.2708965,0.00001814391,0.0002249994,7.081014e-7,0.001387301,0.00006650366,0.0003271396,0.7213694,0.0004344126,0.005069633],"study_design_scores_gemma":[0.0007012743,0.0004452819,0.2198171,0.00002512848,0.00006356018,0.00004792521,0.0006598838,0.0003713858,0.0002804186,0.775674,0.001754272,0.0001597399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8979461,0.1005941,0.00002028039,0.001152358,0.00002083963,0.00006942356,0.0000132777,0.000002304227,0.0001813799],"genre_scores_gemma":[0.8809299,0.1186352,0.00002306205,0.00006724558,0.00002431843,0.000001142824,0.000001894938,0.000004971098,0.0003122386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05430462,"threshold_uncertainty_score":0.3058615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327129207338663,"score_gpt":0.2354904734034703,"score_spread":0.2222191813300836,"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."}}