{"id":"W3121440440","doi":"","title":"External and Internal Influences on R&D Alliance Formation: Evidence from German SMEs","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Alliance; German; Business; Transaction cost; Industrial organization; Sample (material); Affect (linguistics); Relational capital; Marketing; Finance; Political science; Psychology; Intellectual capital","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761568,0.0001361042,0.000253988,0.0009996169,0.0004099796,0.0009277084,0.0001754156,0.0003241446,0.00143264],"category_scores_gemma":[0.008480029,0.0001436764,0.0002109034,0.001599604,0.000724222,0.0007215267,0.001331546,0.0002715442,0.0002160796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348591,"about_ca_system_score_gemma":0.0003072635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004863945,"about_ca_topic_score_gemma":0.007674955,"domain_scores_codex":[0.9990927,0.0003807334,0.0001031286,0.000121575,0.0001776115,0.0001242325],"domain_scores_gemma":[0.9874076,0.006364129,0.004211687,0.0006277205,0.0006620894,0.0007267938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001556465,0.000129904,0.9763922,0.0001029866,0.0001037025,0.0004238726,0.003247924,0.0006934371,0.0008201249,0.001025951,0.0001106342,0.0167936],"study_design_scores_gemma":[0.000007832776,0.00009843527,0.9951149,0.00003400398,0.00005597088,0.0001423242,0.002858591,0.0003878585,0.000398465,0.0003627095,0.0005304807,0.000008370436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986089,0.0002635878,0.0000817535,0.00003842702,5.274553e-7,0.00000147504,0.00003055429,0.000001004137,0.0009739129],"genre_scores_gemma":[0.9997445,0.000134381,0.00003262869,0.000006621497,8.448586e-7,0.000001247985,0.00003167335,4.035836e-7,0.00004763179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004863945,"threshold_uncertainty_score":0.009671271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311457396131574,"score_gpt":0.2599573538114878,"score_spread":0.2288116141983304,"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."}}