{"id":"W4206329468","doi":"10.4000/hommesmigrations.9948","title":"Ben Mandelson","year":2019,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychology","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":[0.0006376098,0.0004783137,0.0002894897,0.0005989147,0.004542798,0.004162813,0.0005657295,0.002346068,0.204146],"category_scores_gemma":[0.002148386,0.0002178275,0.0001269137,0.0003801291,0.001074273,0.002122249,0.00239031,0.002928186,0.07543743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116816,"about_ca_system_score_gemma":0.0027384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007990784,"about_ca_topic_score_gemma":0.02210201,"domain_scores_codex":[0.9992346,0.0001465102,0.00002124419,0.0001693732,0.0002981789,0.0001302529],"domain_scores_gemma":[0.9991857,0.0001149128,0.00004027376,0.00002972715,0.0002254807,0.0004038162],"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":[0.00002784466,0.00001369425,0.0003508882,0.0000539928,0.000001424435,0.0001264853,0.0006636024,0.00003644646,0.0001930086,0.02706967,0.9067889,0.0646741],"study_design_scores_gemma":[0.00000112728,0.000002692295,0.0001378347,0.00004042914,4.115135e-7,0.0001021147,0.0004433788,0.000014282,0.00006548219,0.000947602,0.9982417,0.000002998884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003422971,0.03561543,0.001428366,0.1803542,0.01932882,0.00003487611,0.0003019469,0.0002910752,0.7592224],"genre_scores_gemma":[0.01544672,0.006497137,0.0004514872,0.01406747,0.0008240417,0.00001510611,0.00008544182,0.0001245579,0.9624879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.204146,"threshold_uncertainty_score":0.6829363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164796264062512,"score_gpt":0.2442419849464153,"score_spread":0.2125940223057902,"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."}}