{"id":"W4402699040","doi":"","title":"Boire et manger à Toulouse : des métiers de bouche à l'alimentation d'une ville médiévale","year":2023,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"Middle Ages; Environmental health; Geography; History; Psychology; Gerontology; Ancient history; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004544556,0.0005203537,0.0004583344,0.0003606465,0.001876159,0.000938906,0.0007272823,0.000298795,0.001376184],"category_scores_gemma":[0.0007244347,0.0005762929,0.0003426443,0.0003384722,0.0007487187,0.0004203602,0.0001518204,0.0007334743,0.0006454274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820861,"about_ca_system_score_gemma":0.0003970141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01066443,"about_ca_topic_score_gemma":0.04079979,"domain_scores_codex":[0.9920018,0.005362463,0.0007190111,0.0007365346,0.0005500304,0.000630189],"domain_scores_gemma":[0.9951997,0.001050418,0.0005834517,0.001036756,0.001817998,0.000311665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006308355,0.0005022656,0.0002887459,0.0007540095,0.0001927355,0.00003744467,0.5430831,0.0000146898,0.003108764,0.403105,0.03049239,0.01835788],"study_design_scores_gemma":[0.000891151,0.000003625342,0.005063178,0.003796001,0.0003140371,0.000012093,0.02195634,0.000908437,0.008470818,0.002025056,0.9556876,0.0008716412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3541905,0.011459,0.002160368,0.00784336,0.002121227,0.0007804221,0.0003481692,0.0005888229,0.6205081],"genre_scores_gemma":[0.08161865,0.003884299,0.005489213,0.0008056706,0.0002449467,0.0001215021,0.006047466,0.0002532077,0.901535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9251952,"threshold_uncertainty_score":0.9996688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886224619061274,"score_gpt":0.2371428420671614,"score_spread":0.2182805958765487,"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."}}