{"id":"W4391158597","doi":"","title":"Arabesque, application d’exploration et de géovisualisation de données de flux et de réseaux","year":2019,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005749341,0.0007246883,0.0003288096,0.00275206,0.001395552,0.007461127,0.0005586367,0.001367575,0.01782146],"category_scores_gemma":[0.01699957,0.0003494442,0.0006059848,0.00263038,0.002434191,0.003935974,0.002279405,0.001158309,0.001640758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002071153,"about_ca_system_score_gemma":0.002527456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03248625,"about_ca_topic_score_gemma":0.0145789,"domain_scores_codex":[0.9967304,0.001880878,0.0001219323,0.0002810317,0.0008306676,0.0001550346],"domain_scores_gemma":[0.9921616,0.005407518,0.0002194068,0.0006262012,0.001412121,0.0001732269],"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":[0.0006954841,0.0001593784,0.009304489,0.002153317,0.0001519403,0.0006141375,0.03558796,0.01545483,0.04503519,0.2327136,0.02235294,0.6357768],"study_design_scores_gemma":[0.0001589472,0.0003035758,0.03497722,0.001279233,0.0001973542,0.002268272,0.04287636,0.05681201,0.04956256,0.07840317,0.7328457,0.0003156511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.3268378,0.01402905,0.2337717,0.01623989,0.001452271,0.0003072328,0.001904671,0.002569732,0.4028876],"genre_scores_gemma":[0.8604354,0.006065456,0.0739841,0.0004273372,0.0003282603,0.0002011705,0.0006089631,0.0004447548,0.05750458],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03248625,"threshold_uncertainty_score":0.06459433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004586368255558,"score_gpt":0.2796597773999657,"score_spread":0.2596139137174101,"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."}}