{"id":"W2546423277","doi":"10.3390/su8111119","title":"Does Technology Transfer Help Small and Medium Companies? Empirical Evidence from Korea","year":2016,"lang":"en","type":"article","venue":"Sustainability","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Prosperity; Business; Productivity; Profit margin; Profit (economics); Industrial organization; Empirical evidence; Technology transfer; Empirical research; Frontier; Commerce; Marketing; Economics; Microeconomics; International trade","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":[0.0005584554,0.0001456239,0.000338747,0.000201413,0.00008517508,0.00003463285,0.0002208479,0.0001858803,0.0003919372],"category_scores_gemma":[0.001721016,0.0000914612,0.0000537447,0.0003671397,0.0004227056,0.0002093491,0.00008662563,0.0001374249,0.00005115401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305738,"about_ca_system_score_gemma":0.00007928076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003309228,"about_ca_topic_score_gemma":0.0001760426,"domain_scores_codex":[0.9985741,0.00002628301,0.0004921609,0.0005710885,0.00003464063,0.0003017229],"domain_scores_gemma":[0.9989247,0.0002506285,0.0000693008,0.0004566975,0.0002246273,0.00007407824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003675584,0.00005250335,0.9391742,0.00004687376,0.00001518774,0.000003305358,0.0003473936,1.855145e-7,0.00005616117,0.05751833,0.0001935095,0.002555593],"study_design_scores_gemma":[0.0003606702,0.00005602818,0.56189,0.00001590003,0.000002890905,7.444319e-7,0.0002265667,0.00002118873,0.000622885,0.4223787,0.01426651,0.0001578551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120356,0.0003967257,0.008726748,0.07800184,0.000196669,0.000248999,0.00009285906,0.00009062923,0.0002099475],"genre_scores_gemma":[0.9987357,0.00007716766,0.0002902052,0.0003223192,0.00007059232,0.00003659758,0.000003234896,0.00001204467,0.0004521237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3772842,"threshold_uncertainty_score":0.4291437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04760550602914144,"score_gpt":0.2603381601077327,"score_spread":0.2127326540785913,"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."}}