{"id":"W6949644100","doi":"10.5281/zenodo.15818689","title":"ETAT DE LIEU, PROBLÉMATIQUE DE VERNACULARITÉ DES ROUTES EN TERRE BATTUE ET EUROPÉANISATION DES AUTOROUTES « Cas de la Province de la Tshopo en République Démocratique du Congo »","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONQUEST; Political action; Frontier","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003474714,0.0002060606,0.0001732152,0.0009404258,0.005433886,0.007991952,0.0006568275,0.0009695973,0.005721115],"category_scores_gemma":[0.003634148,0.0001738253,0.0001336301,0.001967325,0.009723171,0.004643816,0.002227482,0.001586565,0.0003503382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008177179,"about_ca_system_score_gemma":0.005773608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2097414,"about_ca_topic_score_gemma":0.3220605,"domain_scores_codex":[0.9974234,0.001629712,0.00006414191,0.0003007244,0.0002172241,0.000364899],"domain_scores_gemma":[0.9982127,0.0006536525,0.0003639711,0.0001975398,0.0004022037,0.0001699306],"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":[0.00005607508,0.00001574107,0.02971689,0.0001457849,0.00001688117,0.000579592,0.3953351,0.0003581229,0.000602252,0.5199013,0.005194554,0.04807768],"study_design_scores_gemma":[0.000008264521,0.00003124032,0.05563236,0.0007069074,0.00002421634,0.0005727804,0.4014826,0.000546645,0.000546371,0.02171463,0.5186884,0.00004554886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6766831,0.009237749,0.00516613,0.02997609,0.000249634,0.0000359837,0.0002344187,0.00002622625,0.2783906],"genre_scores_gemma":[0.9814181,0.001502867,0.0005586458,0.0006037763,0.0000195619,0.00001465594,0.00004669991,0.00001865051,0.0158171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2097414,"threshold_uncertainty_score":0.4170411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173796183218912,"score_gpt":0.2807450865742731,"score_spread":0.2633654682523818,"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."}}