{"id":"W6891561098","doi":"10.4000/14bbs","title":"Exposer les migrations","year":2025,"lang":"fr","type":"article","venue":"Mondes & 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":"Exposition (narrative); General interest","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008459965,0.0002218238,0.0002031747,0.0001682573,0.002548485,0.001100276,0.0001946998,0.0001458391,0.007687264],"category_scores_gemma":[0.00005372039,0.0002214788,0.000239739,0.000177572,0.0005019755,0.000707963,0.00006148054,0.0002632007,0.000680644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009264618,"about_ca_system_score_gemma":0.0000962522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01893603,"about_ca_topic_score_gemma":0.2883251,"domain_scores_codex":[0.9988275,0.00007836645,0.0003881479,0.0002667914,0.0001415538,0.000297705],"domain_scores_gemma":[0.9992504,0.0000946889,0.00007022556,0.0002914749,0.0002222959,0.00007097991],"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":[0.00000267171,0.0001788323,0.0003186604,0.00005701264,0.00007674925,0.000003259423,0.01453034,0.000028767,0.0003972522,0.5805235,0.4014054,0.002477574],"study_design_scores_gemma":[0.0001681642,0.00003491978,0.002017607,0.0001746859,0.0002053799,0.000001817359,0.01522501,0.0001802869,0.0002708534,0.01379962,0.967698,0.0002236379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.34674,0.206963,0.001445798,0.1337498,0.005949041,0.0009764033,0.001401432,0.0004103592,0.3023641],"genre_scores_gemma":[0.3265479,0.0009486056,0.0002196985,0.0004487857,0.0005197352,0.00006668072,0.0001397073,0.00001131577,0.6710975],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5667239,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917624779867696,"score_gpt":0.2636210585194825,"score_spread":0.2244448107208056,"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."}}