{"id":"W2048786972","doi":"10.7202/056072ar","title":"Le personnel politique","year":2005,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001884775,0.0004489928,0.0004393445,0.0002441294,0.0008423354,0.000219356,0.0005160203,0.001274205,0.0003848456],"category_scores_gemma":[0.0004648997,0.0004952974,0.0007084212,0.0006574165,0.003121179,0.001026539,0.00007087432,0.0008495855,0.0002703918],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008361286,"about_ca_system_score_gemma":0.002153745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.323647,"about_ca_topic_score_gemma":0.1511335,"domain_scores_codex":[0.9946629,0.00243476,0.0005576437,0.0006057111,0.0005039054,0.001235049],"domain_scores_gemma":[0.9977525,0.0006071272,0.0002374755,0.0003834894,0.0005086702,0.0005107123],"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":[0.000005245503,0.0002939819,0.01455739,0.00006851437,0.0001804377,0.00000272838,0.433274,0.000007455074,0.0001753768,0.5173063,0.03065115,0.00347737],"study_design_scores_gemma":[0.0003998264,0.00006102771,0.02361308,0.0001349339,0.0001239012,0.00001006572,0.1131518,0.0001408033,0.001702723,0.01077756,0.8490126,0.0008717565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5327057,0.02164003,0.0002034993,0.3581634,0.0008545184,0.0005940707,0.00007904224,0.0005507901,0.08520892],"genre_scores_gemma":[0.8538347,0.02140387,0.009934592,0.01653495,0.004290971,0.00005559135,0.00004192715,0.00008599468,0.09381744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8183614,"threshold_uncertainty_score":0.9997498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3062839313961878,"score_gpt":0.4450567729005709,"score_spread":0.1387728415043831,"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."}}