{"id":"W3122808945","doi":"","title":"Technological Penetration and Cumulative Benefits in SMEs","year":2004,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Manufacturing sector; Penetration (warfare); Industrial organization; Welfare economics; Business; Economics; Economic geography; Labour economics; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009677117,0.0001264524,0.0002249107,0.001189507,0.0001952081,0.001151714,0.0002119316,0.0007085834,0.004632817],"category_scores_gemma":[0.01065652,0.0001311337,0.0002830742,0.001241735,0.0003330999,0.001202341,0.001083876,0.0005138899,0.0005598742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575539,"about_ca_system_score_gemma":0.0001335351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007229769,"about_ca_topic_score_gemma":0.00110295,"domain_scores_codex":[0.99961,0.0001141877,0.00002539577,0.0000493382,0.0001096988,0.00009142045],"domain_scores_gemma":[0.9851579,0.009744402,0.002390058,0.0005201072,0.001047576,0.001139964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006280415,0.0002543064,0.9153855,0.0001161665,0.0001582066,0.000979443,0.001679952,0.006312754,0.004582976,0.003397181,0.0002745903,0.06623077],"study_design_scores_gemma":[0.000007329311,0.0004527061,0.9904731,0.00004154761,0.00006625793,0.0008013846,0.000805488,0.002405225,0.0007467749,0.003442729,0.0007425324,0.00001488112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966822,0.000418598,0.0002447563,0.00006831561,0.000001726606,0.000002300279,0.00005260145,0.000005257565,0.002524115],"genre_scores_gemma":[0.9993871,0.0001371321,0.00004155605,0.000006364518,0.000004106045,0.000002021624,0.00003212804,0.00000123149,0.0003883338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004632817,"threshold_uncertainty_score":0.01549834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121669860087706,"score_gpt":0.2991418236351097,"score_spread":0.2379251250342327,"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."}}