{"id":"W2613364915","doi":"10.3917/pouv.161.0051","title":"Comment lutter contre l’élite- bashing  ?","year":2017,"lang":"fr","type":"article","venue":"Pouvoirs","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Humanities; Political science; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000713504,0.0002682208,0.0002944373,0.00003729272,0.002248247,0.0008682684,0.0007711148,0.0002446158,0.001782442],"category_scores_gemma":[0.0006133676,0.0002576508,0.0001853417,0.00004262838,0.001699501,0.0008731759,0.0001765146,0.0002830219,0.001095871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182532,"about_ca_system_score_gemma":0.0003032682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03298195,"about_ca_topic_score_gemma":0.01203137,"domain_scores_codex":[0.9975174,0.0003512515,0.0003864965,0.0003926253,0.000501706,0.0008505399],"domain_scores_gemma":[0.9981112,0.0002122227,0.0003616065,0.0007275792,0.000235261,0.0003521602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000960641,0.0001847993,0.07926562,0.00007519193,0.0001466226,0.00002639983,0.1449213,0.0000180686,0.00008288783,0.255522,0.5135846,0.006162846],"study_design_scores_gemma":[0.0005060241,0.00001541637,0.04208244,0.00009528852,0.00006967103,0.00000252417,0.01303224,0.0003615816,0.0001520822,0.0007580002,0.9425898,0.0003349481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1444041,0.001316629,0.00009451654,0.7663159,0.005991944,0.0004660292,0.0001113757,0.00007637114,0.08122313],"genre_scores_gemma":[0.7401197,0.0002542857,0.0005149192,0.04784241,0.0021141,0.00001595901,0.00002268051,0.00003036325,0.2090856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7184735,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650561379908373,"score_gpt":0.4179915603660931,"score_spread":0.2529354223752558,"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."}}