{"id":"W7116057408","doi":"10.59876/a-rc32-1z6p","title":"Note de lecture — Innovation of Logistics and Transportation in Africa - Challenges and Development Opportunities.","year":2025,"lang":"en","type":"article","venue":"Management international","topic":"Global Politics and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Development (topology); Developing country","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":[0.0001798738,0.00004779267,0.00008584257,0.0003204829,0.00001313597,0.00001462657,0.00005379113,0.00002772444,0.00001943467],"category_scores_gemma":[0.00001048922,0.00006087576,0.000006285004,0.0000511203,0.0000208064,0.00005130176,0.00001957336,0.00002901212,0.000001474765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006628531,"about_ca_system_score_gemma":0.000009274268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002589019,"about_ca_topic_score_gemma":0.00005004775,"domain_scores_codex":[0.9995064,0.000001715136,0.0002836294,0.0001131915,0.00001651645,0.00007859902],"domain_scores_gemma":[0.9998394,0.00001004918,0.0000816527,0.00004039324,0.00001859802,0.000009969355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004625234,0.00002534723,0.009868184,0.00006826864,0.00003361013,0.000001856554,0.0004965467,0.0001017578,7.035372e-7,0.9693663,0.0001265579,0.01990621],"study_design_scores_gemma":[0.0005522961,0.00001161081,0.3954113,0.00004599223,0.000004070058,3.150528e-7,0.0004537427,0.001859761,0.00002789507,0.294157,0.3073691,0.0001069803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1689363,0.003784499,0.107539,0.007441252,0.0004880346,0.0003231392,0.0001350528,0.00002115835,0.7113317],"genre_scores_gemma":[0.9947615,0.001367682,0.003177535,0.0001639926,0.000007059719,0.00001170204,0.00003420144,0.00000245063,0.0004738921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8258252,"threshold_uncertainty_score":0.2482441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09044555544825071,"score_gpt":0.2449689357909853,"score_spread":0.1545233803427346,"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."}}