{"id":"W4414244873","doi":"10.1080/09639489.2025.2526410","title":"The BUMIDOM and its legacy: an interdisciplinary approach/Le BUMIDOM et son héritage: une approche interdisciplinaire","year":2025,"lang":"fr","type":"article","venue":"Modern & Contemporary France","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Work (physics); Identity (music)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001536516,0.0006948769,0.0007072387,0.0001238952,0.00291023,0.000942972,0.001170695,0.0005137607,0.00001011103],"category_scores_gemma":[0.0001439812,0.0005791105,0.0002683006,0.0005855048,0.002705213,0.003163738,0.001055563,0.0009197025,0.0000285305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004575136,"about_ca_system_score_gemma":0.001690666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822647,"about_ca_topic_score_gemma":0.003610222,"domain_scores_codex":[0.99492,0.001220756,0.0009943707,0.001286523,0.0006050177,0.0009733814],"domain_scores_gemma":[0.9975507,0.0003711512,0.0004304714,0.0008552395,0.0004098754,0.0003825139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00042881,0.001314209,0.002319928,0.001008752,0.000532474,0.00003899284,0.6467291,0.0007019397,0.001054233,0.2636273,0.05470973,0.02753457],"study_design_scores_gemma":[0.004265054,0.0003229631,0.01663976,0.001290507,0.000198038,0.00002859695,0.2981389,0.235643,0.0006578192,0.04539641,0.3952788,0.002140101],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4748376,0.112188,0.03294677,0.2797886,0.004566416,0.003245634,0.0001978215,0.0004468986,0.09178226],"genre_scores_gemma":[0.8601365,0.0004318509,0.0004154195,0.003089544,0.0005330729,0.0001698922,0.00009074043,0.00006065535,0.1350723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3852989,"threshold_uncertainty_score":0.999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08701992601164112,"score_gpt":0.3946722346245222,"score_spread":0.3076523086128811,"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."}}