{"id":"W3083284125","doi":"10.4000/hommesmigrations.11536","title":"Idir : Il vivra…","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art; Privilege (computing); Political science; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008154062,0.0002116461,0.0002034766,0.00001039976,0.0005142272,0.0001866266,0.0003316872,0.0001853807,0.007654658],"category_scores_gemma":[0.00006361627,0.00008301721,0.0001707063,0.0008619431,0.0001315934,0.0002754342,0.0001351469,0.0002423364,0.003075151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003241595,"about_ca_system_score_gemma":0.00004434854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008051394,"about_ca_topic_score_gemma":0.001244006,"domain_scores_codex":[0.9984664,0.0001132124,0.0002690969,0.0003608762,0.0003165452,0.0004738748],"domain_scores_gemma":[0.9992502,0.0001300701,0.00006138872,0.00005244488,0.0001161449,0.0003897894],"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":[0.000006190714,0.00008602883,0.00112463,0.00001211097,0.00002619255,0.00001221705,0.0005323663,0.000001759621,0.01191254,0.00716917,0.8356264,0.1434904],"study_design_scores_gemma":[0.00008346234,0.0002111158,0.04422751,0.00002884595,0.00002297538,0.000007508032,0.001508066,0.0001193294,0.001109969,0.000962493,0.9514754,0.0002433256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02586446,0.08883727,0.0001466479,0.8758233,0.000474732,0.0002927288,0.0002624241,0.0001311946,0.008167231],"genre_scores_gemma":[0.7314804,0.004491754,0.0003527828,0.01031768,0.00294489,0.00004984477,0.0005517019,0.000003390582,0.2498076],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8655056,"threshold_uncertainty_score":0.997701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344704128524446,"score_gpt":0.2522311851112634,"score_spread":0.2187841438260189,"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."}}