{"id":"W4309959721","doi":"","title":"Des origines de la maîtrise du feu à l’étude de l’occupation des sites archéologiques : géochimie des carbonates et micro-chronologie des traces de suie","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Archaeological and Geological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Chicoutimi","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009120308,0.0007708297,0.0007845635,0.000220442,0.004257816,0.0006890416,0.001624178,0.0005108317,0.002284865],"category_scores_gemma":[0.006778446,0.0006655282,0.0004621208,0.000278761,0.01478279,0.0003028823,0.00304715,0.001360794,0.00002897329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008553455,"about_ca_system_score_gemma":0.0004500411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02482689,"about_ca_topic_score_gemma":0.05303463,"domain_scores_codex":[0.9815959,0.0149747,0.0007860804,0.001012506,0.0003470037,0.001283757],"domain_scores_gemma":[0.9868008,0.01002299,0.0005475073,0.0008217067,0.001476387,0.0003305736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284438,0.001502711,0.5224257,0.0006127278,0.0003139851,0.00006505264,0.1110234,0.0007369307,0.001854101,0.3129063,0.0003173195,0.04811334],"study_design_scores_gemma":[0.0005976747,0.00002457359,0.4708953,0.001074539,0.0002302536,0.0000749653,0.00589321,0.001857803,0.01155324,0.4489647,0.05781663,0.001017009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084275,0.02658467,0.01404782,0.0048451,0.00009114837,0.0004824094,0.0002102385,0.0005422549,0.04476886],"genre_scores_gemma":[0.8457261,0.05637615,0.08838194,0.0002128479,0.00009724138,0.0003691624,0.0003312263,0.00005410808,0.00845127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1360584,"threshold_uncertainty_score":0.9995796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037862262585327,"score_gpt":0.2596897100195443,"score_spread":0.2218274474342173,"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."}}