{"id":"W7020604947","doi":"","title":"Les chiffres : les comprendre pour s'en dépendre","year":2011,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociological research; History of sociology; Context (archaeology); Research methodology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0141628,0.001310776,0.001092775,0.002293543,0.01606998,0.02484062,0.002626807,0.00676053,0.05568985],"category_scores_gemma":[0.0341992,0.0005830395,0.0007935465,0.003311291,0.01670546,0.01506924,0.008020089,0.01459331,0.01414236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01199128,"about_ca_system_score_gemma":0.01844638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05755473,"about_ca_topic_score_gemma":0.08701628,"domain_scores_codex":[0.9845068,0.007268448,0.0004357499,0.001531088,0.004763195,0.001494743],"domain_scores_gemma":[0.9764722,0.008696509,0.0007071284,0.001990327,0.009032665,0.003101185],"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":[0.0001577617,0.00007069227,0.001800231,0.0007890671,0.00003537006,0.0004106238,0.06564275,0.0001532834,0.001384957,0.2035745,0.6405412,0.08543956],"study_design_scores_gemma":[0.000005398835,0.00001850467,0.001002314,0.0003759348,0.000007998235,0.00009992366,0.0176381,0.00005114198,0.0002100812,0.006270112,0.9742936,0.00002680332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01500848,0.05594457,0.01077927,0.5654987,0.06297347,0.0002759901,0.0005535915,0.0005182168,0.2884477],"genre_scores_gemma":[0.1514093,0.0253363,0.007492164,0.09702148,0.01908798,0.0006374938,0.0004602068,0.0013982,0.6971568],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05755473,"threshold_uncertainty_score":0.1863011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121291287315656,"score_gpt":0.303246647004064,"score_spread":0.2420337341309075,"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."}}