{"id":"W6912152952","doi":"10.5281/zenodo.15295511","title":"FRACTURE MIGRATOIRE","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Population; Immigration; Qualitative analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007316205,0.0006298922,0.0004975681,0.001433149,0.004558463,0.001618337,0.0007241809,0.0009319595,0.1365723],"category_scores_gemma":[0.004393292,0.0002333518,0.0004744973,0.001646615,0.001422118,0.0009201659,0.002272104,0.002260247,0.01624349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004135225,"about_ca_system_score_gemma":0.006821063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08670507,"about_ca_topic_score_gemma":0.11667,"domain_scores_codex":[0.9989331,0.0002266922,0.00007851116,0.0001374997,0.0002357167,0.0003885533],"domain_scores_gemma":[0.998916,0.0001649453,0.000207912,0.00007917901,0.0003039584,0.0003279601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003723358,0.0002962374,0.08251639,0.001535003,0.0001043259,0.04188816,0.02286046,0.0004114551,0.001281679,0.04408083,0.3335119,0.4711412],"study_design_scores_gemma":[0.00005054482,0.0001663692,0.04003654,0.002349774,0.00004228889,0.02763928,0.01732751,0.0001205185,0.000392161,0.003770951,0.9080526,0.00005152192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2486587,0.04781035,0.003465792,0.04376194,0.01229902,0.0005924719,0.00823567,0.00054611,0.6346299],"genre_scores_gemma":[0.5022291,0.03733265,0.002847257,0.009706343,0.002206482,0.0005094053,0.003616313,0.0002770481,0.4412754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1365723,"threshold_uncertainty_score":0.4568797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031169548106088,"score_gpt":0.2894237636610341,"score_spread":0.2582542155549461,"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."}}