{"id":"W4281691143","doi":"10.1093/fs/knac129","title":"<i> Laideur et libertinage au XVIII <sup>e</sup> siècle </i> . Par Francesco Paolo Alexandre Madonia <i> Laideur et libertinage au <scp>xviii</scp> <sup>e</sup> siècle </i> . Par MadoniaFrancesco Paolo Alexandre. (Vertige de la langue.) Paris: Hermann, 2021. 215 pp.","year":2022,"lang":"fr","type":"article","venue":"French Studies","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.005798712,0.00226164,0.003372815,0.0003168024,0.009733154,0.0004510955,0.002410513,0.0009150458,0.0007478368],"category_scores_gemma":[0.004636437,0.002250609,0.001279,0.00316722,0.005584729,0.0009152509,0.002744326,0.003365147,0.0009779243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021021,"about_ca_system_score_gemma":0.001506019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03316312,"about_ca_topic_score_gemma":0.005604479,"domain_scores_codex":[0.9811918,0.005579406,0.002634599,0.002991541,0.002901528,0.004701104],"domain_scores_gemma":[0.9881997,0.00707284,0.001315701,0.00155908,0.0006814643,0.00117125],"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":[0.000110119,0.00203391,0.102872,0.000983134,0.001884768,0.001949698,0.2305293,0.005703102,0.00008282645,0.005837931,0.6413227,0.006690447],"study_design_scores_gemma":[0.002835684,0.0009163342,0.027099,0.0007686703,0.0008930102,0.00007918517,0.03812375,0.0006327656,0.0001244039,0.003050722,0.9239579,0.001518538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3744723,0.2819963,0.0001611008,0.01920467,0.00687662,0.002638786,0.002118432,0.001181821,0.31135],"genre_scores_gemma":[0.8651637,0.03117121,0.001082852,0.006231681,0.004993058,0.001569792,0.0001790099,0.000354109,0.08925454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4906914,"threshold_uncertainty_score":0.9997999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701381639658457,"score_gpt":0.2770827921480258,"score_spread":0.2600689757514413,"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."}}