{"id":"W4324282101","doi":"10.21494/iste.op.2023.0946","title":"Étude géochimique des concrétions carbonatées des aqueducs romains de Nîmes et d’Arles (France)","year":2023,"lang":"fr","type":"article","venue":"Archéologie société et environnement","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Art; Humanities","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":[0.001325205,0.0005432771,0.0005405126,0.0001996553,0.001830409,0.0001458915,0.0005337609,0.000267848,0.004546473],"category_scores_gemma":[0.000312941,0.0005425229,0.0003912269,0.0001439419,0.00773894,0.0003259852,0.001063202,0.0008077427,0.0004638048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733941,"about_ca_system_score_gemma":0.0002915498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01273611,"about_ca_topic_score_gemma":0.04065879,"domain_scores_codex":[0.9957045,0.001256427,0.0005785481,0.0006785041,0.0003111287,0.001470899],"domain_scores_gemma":[0.9975496,0.00143888,0.0002053682,0.0004791958,0.00006834655,0.0002586367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003752861,0.0004760203,0.01571264,0.000339961,0.000497151,0.0001568131,0.08525851,0.0008069507,0.0003312109,0.7792264,0.003681642,0.1134752],"study_design_scores_gemma":[0.001052323,0.0008301083,0.1004142,0.0002419541,0.0002536612,0.00002948306,0.04254876,0.0003469564,0.0004934034,0.3976484,0.4553152,0.0008255254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529559,0.01024198,0.0006168511,0.02679798,0.0008615675,0.0006264423,0.0008725578,0.0004623772,0.1065643],"genre_scores_gemma":[0.876413,0.07161922,0.002148245,0.002328275,0.0005106028,0.0003639737,0.0002480471,0.00008799486,0.04628066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4516336,"threshold_uncertainty_score":0.9997026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07475017539948221,"score_gpt":0.303081169797054,"score_spread":0.2283309943975718,"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."}}