{"id":"W4210688968","doi":"10.4000/hommesmigrations.13123","title":"Stéphane Beaud, Gérard Noiriel, Race et sciences sociales. Essai sur les usages publics d’une catégorie","year":2021,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Race (biology); Publics; Political science; Humanities; Sociology; Art; Gender studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004154908,0.001086232,0.0007458922,0.002828266,0.00449823,0.005774423,0.002116902,0.007279503,0.01198481],"category_scores_gemma":[0.008693449,0.0006132039,0.0004564884,0.003292435,0.003927389,0.009859697,0.002532271,0.006418654,0.004909883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309703,"about_ca_system_score_gemma":0.004409577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04660319,"about_ca_topic_score_gemma":0.1025322,"domain_scores_codex":[0.9977616,0.001149197,0.0001120532,0.0002784406,0.0005529442,0.0001456824],"domain_scores_gemma":[0.9911625,0.006063065,0.0004344149,0.0002351315,0.001471043,0.0006337237],"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":[0.00007242243,0.00005395267,0.001260288,0.0007419062,0.00003836544,0.0001611671,0.01151931,0.00006972379,0.0001461285,0.09130051,0.8265666,0.06806974],"study_design_scores_gemma":[0.00002967738,0.00001428451,0.004950167,0.001543501,0.00002430762,0.0002116489,0.01061925,0.00009786298,0.0002109237,0.04203668,0.9402134,0.0000482673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001149867,0.485962,0.0008034736,0.4908547,0.007322873,0.00002022726,0.0002848106,0.0000429887,0.01355901],"genre_scores_gemma":[0.06587307,0.7060673,0.003270741,0.1302907,0.01424137,0.0002331456,0.0002912634,0.0002218871,0.07951047],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04660319,"threshold_uncertainty_score":0.09266388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3042160663770665,"score_gpt":0.4489064703225424,"score_spread":0.1446904039454759,"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."}}