{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006331453,0.0001525126,0.0001688069,0.00005420222,0.0005580815,0.0006648508,0.0001343915,0.00008995856,0.03557643],"category_scores_gemma":[0.00000844843,0.0001464418,0.0001657272,0.00004720427,0.0001432505,0.0007078378,0.00004431534,0.0001826688,0.009673914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000463155,"about_ca_system_score_gemma":0.00003117603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007634687,"about_ca_topic_score_gemma":0.0465717,"domain_scores_codex":[0.9991611,0.00003741686,0.0002144171,0.0001934725,0.0001380357,0.0002555388],"domain_scores_gemma":[0.9995152,0.0000413581,0.0000613206,0.0002285241,0.0000835827,0.00007006662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003702281,0.000125675,0.0005532881,0.00007781285,0.0000485254,0.000004071115,0.02779741,0.00001277163,0.0001315063,0.53609,0.4318978,0.003257411],"study_design_scores_gemma":[0.0002122219,0.00007214716,0.001513165,0.00009133234,0.00007052958,0.000005278579,0.01385116,0.000140951,0.00003823247,0.002797695,0.9809996,0.0002076757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6717013,0.137802,0.00002029344,0.0214548,0.003924506,0.0004501785,0.0004693279,0.0001106934,0.164067],"genre_scores_gemma":[0.3715202,0.0005904787,0.00004070147,0.0003781336,0.0008195672,0.000009846864,0.0001056193,0.0000118052,0.6265237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5491018,"threshold_uncertainty_score":0.9989735,"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."}}