{"id":"W4415242894","doi":"10.4000/14yxm","title":"Ballaké Sissoko","year":2025,"lang":"fr","type":"article","venue":"Mondes & Migrations","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Field (mathematics); Perspective (graphical); Subject (documents); Period (music)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002074239,0.0001404974,0.0001815764,0.0001251921,0.001428071,0.00009057885,0.0002129379,0.0001337254,0.0005593668],"category_scores_gemma":[0.00008447941,0.0001468357,0.000205512,0.001889405,0.0008598088,0.0001640002,0.00007187035,0.0001527515,0.0001985704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009132356,"about_ca_system_score_gemma":0.0001624199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00538372,"about_ca_topic_score_gemma":0.02512414,"domain_scores_codex":[0.9988071,0.0001267887,0.0002303574,0.0002395292,0.0001977625,0.0003985135],"domain_scores_gemma":[0.9993403,0.0001848269,0.00005781408,0.0002051438,0.0001216301,0.00009030887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002333973,0.0001258555,0.006361513,0.00001666279,0.0001426921,0.000001880318,0.03160395,0.0000365162,0.00002789454,0.3302699,0.610575,0.02083588],"study_design_scores_gemma":[0.00008400358,0.00002144391,0.005413586,0.00004983771,0.000116134,1.183302e-7,0.03425174,0.00007799955,0.00001422277,0.01537371,0.9444666,0.0001306036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05429808,0.1538861,0.00271183,0.224448,0.003797789,0.0004324632,0.00009553505,0.0001795935,0.5601506],"genre_scores_gemma":[0.7386672,0.002941483,0.000698473,0.001110711,0.0002701971,0.0000442719,0.00000636434,0.000006746949,0.2562546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6843691,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309873643352904,"score_gpt":0.3134124278106435,"score_spread":0.2903136913771144,"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."}}