{"id":"W2245375531","doi":"","title":"English and French Canadians, Flemish and Francophone Belgians. The Linguistic Composition of the Canadian and Belgian Federal Cabinet","year":2007,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flemish; French; Cabinet (room); Linguistics; Composition (language); History; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001866266,0.00009148047,0.0001473719,0.00008713042,0.001135781,0.00006602748,0.0001547707,0.0000583384,0.0001514886],"category_scores_gemma":[0.0001061492,0.00008226806,0.00003298601,0.00005324142,0.0007732025,0.00007366107,0.0000799167,0.0001368202,9.96537e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005681208,"about_ca_system_score_gemma":0.0001006748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9309585,"about_ca_topic_score_gemma":0.9861545,"domain_scores_codex":[0.9994308,0.00002873939,0.00009006727,0.0001398688,0.0001280491,0.0001824942],"domain_scores_gemma":[0.9990338,0.00005597642,0.00008314346,0.0001347162,0.0005419013,0.0001504446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003158058,0.00004782058,0.3518104,0.0002415264,0.0001385763,0.00007099154,0.6159556,0.000001611673,0.00002607521,0.01135864,0.01935932,0.0009578399],"study_design_scores_gemma":[0.001066879,0.00009037441,0.8301213,0.000125651,0.0001800143,0.000003466481,0.1349507,0.0000825548,0.00002974969,0.0007518922,0.03227229,0.0003251309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875206,0.0004472734,0.000006826631,0.0002801258,0.001547634,0.0001293282,0.0002191542,0.000009500755,0.009839556],"genre_scores_gemma":[0.9977051,0.00003775645,0.00004765205,0.0001359348,0.0007597553,3.615314e-8,0.00001194792,0.000004956666,0.001296881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4810049,"threshold_uncertainty_score":0.8735623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00722253981389784,"score_gpt":0.168879721947595,"score_spread":0.1616571821336971,"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."}}