{"id":"W4406430886","doi":"10.4000/133gz","title":"Au cœur du désert égyptien : transformations agricoles, conquête des marges et inégalités","year":2024,"lang":"fr","type":"article","venue":"EchoGéo","topic":"African Studies and Geopolitics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Learned Journals","funders":"","keywords":"Geology; Political science","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":[0.0003458509,0.00009988229,0.00006463269,0.0003866699,0.001441146,0.001099196,0.0001602024,0.0003523424,0.004422767],"category_scores_gemma":[0.000421502,0.0000545924,0.00004799693,0.0007223753,0.001676319,0.0005068823,0.0005892211,0.0003783541,0.0002377126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003055348,"about_ca_system_score_gemma":0.001847941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09113888,"about_ca_topic_score_gemma":0.2024981,"domain_scores_codex":[0.9998928,0.00004481291,0.000002325274,0.00001068529,0.00001502322,0.00003427779],"domain_scores_gemma":[0.9998449,0.00004184226,0.00005116378,0.000005237378,0.00003128594,0.00002563598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005723754,0.00010747,0.1951066,0.000883089,0.0000649016,0.004680053,0.3053072,0.0007598269,0.01791525,0.2185971,0.022465,0.2335411],"study_design_scores_gemma":[0.00001591661,0.0001217068,0.3648359,0.0003233215,0.00002143011,0.0006167372,0.2400693,0.0002299676,0.002776009,0.007221415,0.3837417,0.00002658534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297909,0.006330583,0.0002990535,0.01204671,0.00004457893,0.000007101413,0.0001170497,0.000006290094,0.05135779],"genre_scores_gemma":[0.9836802,0.002800093,0.0001884365,0.0003374382,0.00001151008,0.000003167298,0.0000226535,0.000003002744,0.01295354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09113888,"threshold_uncertainty_score":0.1812168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992598098588532,"score_gpt":0.3175637592838348,"score_spread":0.2876377782979495,"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."}}