{"id":"W2113911015","doi":"","title":"Competitiveness through Increased Added Value: A Challenge for Developing Countries","year":2005,"lang":"en","type":"article","venue":"Journal of Comparative International Management","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Standard of living; Economics; Economic system; Business; Environmental economics; Natural resource economics; Development economics; Mathematics; Market economy; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007023843,0.0002274741,0.0003565349,0.0005463465,0.0001720424,0.0003060511,0.0005652103,0.00003500415,0.0002711989],"category_scores_gemma":[0.00002960259,0.0002053785,0.0001594321,0.0002930047,0.00006242528,0.001358431,0.0002116725,0.0001143773,0.0001800993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661421,"about_ca_system_score_gemma":0.00003299819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005894504,"about_ca_topic_score_gemma":0.00002309783,"domain_scores_codex":[0.9981531,0.00002008281,0.000794563,0.0002076598,0.0005991391,0.0002254395],"domain_scores_gemma":[0.9973304,0.00008954399,0.0008789648,0.0001235391,0.001566067,0.00001149531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000324771,0.0002147232,0.0002786574,0.0001483574,0.0005115707,0.00001081645,0.0002320884,0.0002628324,0.00001204099,0.9893107,0.007247342,0.001446127],"study_design_scores_gemma":[0.002475935,0.0000346895,0.001903829,0.0002444889,0.00009213889,0.000003612391,0.00130857,0.003656616,0.0001738495,0.0174345,0.9724241,0.0002477054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01524441,0.000224213,0.1048019,0.02263109,0.002426021,0.0009335671,0.000009519483,0.0000681161,0.8536612],"genre_scores_gemma":[0.971364,0.0001040643,0.0175117,0.006828253,0.002918918,0.00006178569,0.00003755765,0.00002158412,0.001152202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9718761,"threshold_uncertainty_score":0.8375093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540683829059694,"score_gpt":0.3234820735469481,"score_spread":0.2694136906409788,"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."}}