{"id":"W4251814599","doi":"10.4000/hommesmigrations.2853","title":"Malouma","year":2014,"lang":"fr","type":"article","venue":"Hommes & 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":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003035856,0.0001294349,0.0001681528,0.00006083264,0.001106232,0.00007133063,0.0001798927,0.0001071859,0.0007715142],"category_scores_gemma":[0.00009481022,0.0001310404,0.0001779984,0.0007492247,0.0007839562,0.0001745881,0.00004633588,0.0001343107,0.0007063767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003548707,"about_ca_system_score_gemma":0.00004691916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387079,"about_ca_topic_score_gemma":0.01058392,"domain_scores_codex":[0.9987872,0.0002002636,0.0001877326,0.0002016013,0.0002153672,0.0004078072],"domain_scores_gemma":[0.9992893,0.0002145475,0.00007456006,0.0002043343,0.0000781157,0.0001391869],"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":[0.000001283897,0.00008304871,0.004070117,0.000008522894,0.00004255583,6.29442e-7,0.04376196,0.00001029855,0.00000495559,0.1946271,0.6619213,0.09546822],"study_design_scores_gemma":[0.00009125118,0.00005406532,0.004558645,0.00002077525,0.00005521491,5.595539e-7,0.02785543,0.0001257163,0.000002823126,0.00614373,0.9609376,0.0001541923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1166615,0.2532979,0.00709114,0.1934395,0.005285573,0.0004422881,0.0001105606,0.0002628859,0.4234085],"genre_scores_gemma":[0.9082794,0.001424801,0.0009942388,0.001282763,0.001265979,0.0000261113,0.000008678848,0.00001256317,0.08670549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7916178,"threshold_uncertainty_score":0.9079279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272836001736671,"score_gpt":0.2926196202090777,"score_spread":0.2653360200354106,"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."}}