{"id":"W2127885938","doi":"10.5539/ijef.v5n10p85","title":"Access to Credit and the Effect of Credit Constraints on the Performance of Manufacturing Firms in the East African Region: Micro Analysis","year":2013,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loan; Tobit model; Probit; Interest rate; Productivity; Business; Probit model; Microfinance; Access to finance; Finance; Economics; Monetary economics; Macroeconomics; Economic growth; Econometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005045723,0.0001905085,0.0002992552,0.00122692,0.0006073279,0.00104875,0.0002787699,0.0004067766,0.003145664],"category_scores_gemma":[0.002057792,0.0002468668,0.0004466801,0.002098408,0.0004770237,0.0006123167,0.0008614931,0.0005917377,0.0003213832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212477,"about_ca_system_score_gemma":0.0004028666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194757,"about_ca_topic_score_gemma":0.02291509,"domain_scores_codex":[0.9994695,0.0001917857,0.00002668811,0.00005694369,0.0000542679,0.0002009741],"domain_scores_gemma":[0.9975622,0.001066933,0.0008510434,0.00009242487,0.0001488854,0.0002784914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005897769,0.0001092943,0.9956234,0.00001967365,0.00006940866,0.000250187,0.0006168752,0.0007351505,0.0001811755,0.0001849906,0.0001611636,0.001989737],"study_design_scores_gemma":[0.000002537216,0.00007623986,0.9960049,0.00001132584,0.00002733296,0.00007225414,0.002052236,0.001272355,0.0001269552,0.00006938911,0.0002791564,0.000005428822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994387,0.00005354473,0.00004087762,0.00004074937,5.651611e-7,0.000005766914,0.000200713,7.636093e-7,0.0002182577],"genre_scores_gemma":[0.9996125,0.00004837494,0.00003251524,0.000007801157,0.000002339832,0.000005768385,0.000107896,4.462777e-7,0.0001823071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02194757,"threshold_uncertainty_score":0.0436396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188298361849166,"score_gpt":0.2224344290039335,"score_spread":0.2005514453854418,"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."}}