{"id":"W4366697917","doi":"10.4000/hommesmigrations.15199","title":"Youssef Salem a du succès","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Chemistry","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005279983,0.0003250736,0.0003003691,0.0002009248,0.001377824,0.0003422467,0.0004130115,0.0003084551,0.001639841],"category_scores_gemma":[0.00051576,0.0003327082,0.0002825111,0.001299054,0.001079469,0.0007010854,0.00009396306,0.000260802,0.00616776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008419688,"about_ca_system_score_gemma":0.0009691194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0181821,"about_ca_topic_score_gemma":0.06818323,"domain_scores_codex":[0.9969344,0.00045698,0.0005583446,0.00048722,0.0005930861,0.0009699588],"domain_scores_gemma":[0.9982246,0.0004178824,0.0001781235,0.000444219,0.0003649975,0.0003702239],"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":[0.000001958844,0.0001194165,0.009121655,0.00002454658,0.00006262663,0.00001309862,0.1124849,0.0001845312,0.0001081854,0.07285877,0.8024228,0.002597519],"study_design_scores_gemma":[0.0002602688,0.00002933463,0.0429346,0.00004189336,0.0001018773,0.000008176201,0.05705449,0.001647608,0.0000788849,0.0007168671,0.8967508,0.0003751897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6696497,0.01947333,0.000273559,0.2889557,0.005740072,0.0009893419,0.0006918533,0.0009600614,0.01326648],"genre_scores_gemma":[0.5523401,0.002159054,0.000383989,0.005408552,0.002569079,0.00009281168,0.000489118,0.00004949991,0.4365077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4232413,"threshold_uncertainty_score":0.9999223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170352479531437,"score_gpt":0.3846324155151725,"score_spread":0.2675971675620288,"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."}}