{"id":"W2010350959","doi":"10.1080/08276331.2013.771852","title":"Growth, R&amp;D intensity and commercial lender relationships","year":2013,"lang":"en","type":"article","venue":"Journal of Small Business & Entrepreneurship","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loan; Business; Duration (music); Value (mathematics); Monetary economics; Capital (architecture); Term (time); Economics; Financial system; Finance","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":[0.001055285,0.0001726802,0.0004566924,0.0003456629,0.0001706529,0.0001608147,0.0002557603,0.0001359423,0.0003105658],"category_scores_gemma":[0.001637202,0.0001775785,0.0001075344,0.0004469871,0.0001501677,0.0005589508,0.00008047664,0.0003715372,0.0001221369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008881494,"about_ca_system_score_gemma":0.00003696833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003026538,"about_ca_topic_score_gemma":0.00008042005,"domain_scores_codex":[0.9983461,0.00006541503,0.000964757,0.0002848482,0.00008188019,0.0002570146],"domain_scores_gemma":[0.9977484,0.0002408956,0.0008777655,0.0002985277,0.0007155261,0.0001189046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002420215,0.0001317789,0.984817,0.0000357996,0.00002538852,0.000002036722,0.0005533019,0.0001849065,0.00003463552,0.01268944,0.000435647,0.001065919],"study_design_scores_gemma":[0.0004092183,0.00002028903,0.9260398,0.00003027211,0.0000159946,0.00008013438,0.0000366322,0.0001410145,0.00001981422,0.07231639,0.0007254144,0.0001650147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880951,0.0008094176,0.004692893,0.004839244,0.0007083656,0.0001534556,0.000006794983,0.00002112783,0.0006735846],"genre_scores_gemma":[0.9973991,0.0001199106,0.001937778,0.0001572839,0.0002164492,0.000003237282,0.000003691754,0.00002168482,0.0001408961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05962696,"threshold_uncertainty_score":0.7241442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0726197289999105,"score_gpt":0.2239337027355889,"score_spread":0.1513139737356784,"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."}}