{"id":"W4391287506","doi":"","title":"Arabesque, une application d'exploration et de visualisation de flux dans le geoweb","year":2021,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Computer science; Visualization; Geology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001750053,0.000862487,0.0004973149,0.003057792,0.001411249,0.007683404,0.0004840601,0.001325973,0.01900161],"category_scores_gemma":[0.006502036,0.0005628277,0.0008169487,0.00255978,0.001092635,0.004174022,0.002801986,0.00132163,0.003992898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008721033,"about_ca_system_score_gemma":0.001646255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02464062,"about_ca_topic_score_gemma":0.02000873,"domain_scores_codex":[0.9991704,0.0003166484,0.00004122245,0.0001237496,0.0003046799,0.00004336529],"domain_scores_gemma":[0.9974278,0.001563787,0.00006241016,0.0003500203,0.0004361398,0.0001598171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009676902,0.0002818507,0.008944986,0.002396133,0.0002389925,0.001172371,0.01903278,0.02693184,0.05733956,0.1897198,0.07332144,0.6196526],"study_design_scores_gemma":[0.0002199196,0.0001006295,0.007563164,0.0007107357,0.000128449,0.001130453,0.006241238,0.1689757,0.02759383,0.05603532,0.7311096,0.0001910316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.09158654,0.002683675,0.7299271,0.005041082,0.0007924585,0.0004196355,0.008133812,0.05659618,0.1048196],"genre_scores_gemma":[0.4212635,0.003287285,0.5082183,0.0005801027,0.0002384634,0.0005918642,0.004814289,0.006424689,0.05458143],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02464062,"threshold_uncertainty_score":0.06356668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968752022465074,"score_gpt":0.2436043899196002,"score_spread":0.2239168696949494,"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."}}