{"id":"W7140013497","doi":"","title":"Présentation","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Context (archaeology); Ethnography; Subject (documents)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002423026,0.0006982996,0.0006445457,0.0006760837,0.0001310296,0.0001648335,0.0005159061,0.0008212022,0.3116711],"category_scores_gemma":[0.0004454112,0.0008043408,0.0003295553,0.0006933418,0.0003220725,0.0001900985,0.0001731629,0.0004849978,0.3585286],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005087992,"about_ca_system_score_gemma":0.000935887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00680867,"about_ca_topic_score_gemma":0.00422594,"domain_scores_codex":[0.9972968,0.0001806224,0.0005869556,0.0007240143,0.0005513942,0.0006602698],"domain_scores_gemma":[0.9979465,0.00015575,0.000495686,0.0009125681,0.0002625351,0.0002269754],"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":[0.00003774022,0.0001064194,0.001600534,0.0004917592,0.000323325,0.00006167724,0.001543758,0.00008009479,0.0004562847,0.09789973,0.8840544,0.01334427],"study_design_scores_gemma":[0.0009236439,0.00005637678,0.004977047,0.001039411,0.0004095239,0.00001291174,0.0001585377,0.0002097176,0.0006591059,0.0005599435,0.9902929,0.0007008843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001391668,0.002518415,0.0008740634,0.001150788,0.01128852,0.001087884,0.0006464659,0.0004284439,0.9818662],"genre_scores_gemma":[0.000265511,0.000147083,0.001551282,0.0004084583,0.003135325,0.00008336786,0.0004056548,0.0006546248,0.9933487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1062385,"threshold_uncertainty_score":0.9998051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009767472499847076,"score_gpt":0.2813238301799464,"score_spread":0.2715563576800993,"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."}}