{"id":"W4411984585","doi":"10.4000/149rn","title":"Chapitre 7","year":2025,"lang":"fr","type":"book-chapter","venue":"Éditions de la Maison des sciences de l’homme eBooks","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003493911,0.0006078948,0.0005383262,0.0007835581,0.006661768,0.001074899,0.001640184,0.0008668288,0.005761562],"category_scores_gemma":[0.000411436,0.0007035225,0.0005437745,0.0005317584,0.02628167,0.0008101382,0.0001762334,0.000819842,0.0004350894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477367,"about_ca_system_score_gemma":0.003177319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422077,"about_ca_topic_score_gemma":0.01333066,"domain_scores_codex":[0.9949749,0.0007529279,0.0007682969,0.001006424,0.001335446,0.00116206],"domain_scores_gemma":[0.9965018,0.001651823,0.0004215551,0.000463185,0.0004804283,0.0004812144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006668152,0.00009890998,0.001194457,0.00007825518,0.00007178158,0.00004209964,0.004974643,0.0001650956,0.00004329273,0.9826798,0.005564047,0.005080957],"study_design_scores_gemma":[0.0002283564,0.0001002063,0.003276052,0.0004259335,0.0001893554,0.00004228723,0.001530451,0.0005218061,0.00005886378,0.7034777,0.2895574,0.0005916065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01303316,0.0007077542,0.004982834,0.004626307,0.0008933705,0.0005710103,0.0005253006,0.0002539376,0.9744063],"genre_scores_gemma":[0.5138072,0.0005202882,0.01331641,0.001785505,0.0006715694,0.0001214678,0.00007986279,0.00004989438,0.4696478],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5047585,"threshold_uncertainty_score":0.9999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07329493186056886,"score_gpt":0.3527335200482815,"score_spread":0.2794385881877126,"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."}}