{"id":"W4285137546","doi":"10.4000/hommesmigrations.13568","title":"Les Français de l’étranger : une émigration de plus en plus visible","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005791191,0.0001421449,0.0001917506,0.0003998797,0.004860959,0.0003666563,0.0003236398,0.0001594582,0.008773042],"category_scores_gemma":[0.00008336803,0.0002225357,0.0001992023,0.001147376,0.000505694,0.0003677515,0.00005094017,0.0004419003,0.0002238765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005480312,"about_ca_system_score_gemma":0.003189833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9368352,"about_ca_topic_score_gemma":0.98817,"domain_scores_codex":[0.9980023,0.0005620518,0.0002631642,0.0002670688,0.0003894092,0.0005159966],"domain_scores_gemma":[0.9991923,0.0001763,0.0001000391,0.000223528,0.00005882656,0.0002490064],"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":[0.00001546011,0.0001246271,0.0005259349,0.00003085194,0.00004670517,0.00002931916,0.3091545,0.004931028,0.0001963571,0.05313976,0.599367,0.03243842],"study_design_scores_gemma":[0.0002805853,0.00005267254,0.009517047,0.00001626053,0.000110482,0.00001200678,0.02753654,0.001746121,0.00000851327,0.001172093,0.9593173,0.0002304273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4242219,0.3228229,0.01029585,0.1653509,0.004808908,0.001326785,0.001918409,0.0003986713,0.06885563],"genre_scores_gemma":[0.7993036,0.00128075,0.0005347006,0.001078934,0.0006602121,0.0001819611,0.0001043376,0.00002685833,0.1968287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3750817,"threshold_uncertainty_score":0.9983374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663482723075477,"score_gpt":0.2578326061085277,"score_spread":0.2411977788777729,"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."}}