{"id":"W4366697467","doi":"10.4000/hommesmigrations.14795","title":"Introduction","year":2023,"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":"Musée de la Civilisation","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002231222,0.000709189,0.0004707264,0.001228211,0.003213792,0.006448047,0.002051851,0.002716999,0.371798],"category_scores_gemma":[0.006685982,0.0002742418,0.0006112928,0.001707269,0.00158081,0.003500287,0.004302713,0.002282678,0.1852549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002749945,"about_ca_system_score_gemma":0.005589365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008041414,"about_ca_topic_score_gemma":0.009010239,"domain_scores_codex":[0.9974947,0.0003997866,0.0001139187,0.0005586118,0.0009964701,0.0004365848],"domain_scores_gemma":[0.9973515,0.0003698296,0.0001468321,0.0003426295,0.00123858,0.0005505327],"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":[0.0001581027,0.0001204638,0.003276207,0.0005390942,0.00001415912,0.0004301468,0.003056167,0.0001758501,0.0007090457,0.1136909,0.618601,0.259229],"study_design_scores_gemma":[0.000004822918,0.00002029165,0.001050902,0.0001915985,0.000002959176,0.0001440722,0.0008039484,0.00002479468,0.000106167,0.004010527,0.9936334,0.000006597958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005484306,0.003598953,0.005738828,0.01486583,0.004864303,0.0003341639,0.004714294,0.0007756566,0.9596236],"genre_scores_gemma":[0.04786821,0.004575696,0.006052774,0.01002771,0.001274898,0.0004601087,0.005929375,0.0004752152,0.923336],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.628202,"threshold_uncertainty_score":0.8960539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900558151844693,"score_gpt":0.2547720494069507,"score_spread":0.2157664678885038,"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."}}