{"id":"W7082485465","doi":"","title":"Une preuve de concept déployée sur un registre distribué pour le service public : taxation - immatriculation d'un véhicule par la Société de l'Assurance automobile du Québec - Revenu Québec (certificat VDE-23)","year":2024,"lang":"fr","type":"other","venue":"Espace ÉTS (ETS)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Context (archaeology); Service (business); Legislation; Double taxation","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":[0.001188675,0.0008870696,0.0007976686,0.0001397137,0.0005319839,0.0007880857,0.001596772,0.001122849,0.001667574],"category_scores_gemma":[0.002483445,0.0009172047,0.0003876338,0.001583202,0.0003609176,0.0005455412,0.0005351357,0.001059837,0.001279556],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515829,"about_ca_system_score_gemma":0.007710369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1588694,"about_ca_topic_score_gemma":0.1389305,"domain_scores_codex":[0.9949116,0.0008862885,0.0008116493,0.001663886,0.000571189,0.001155422],"domain_scores_gemma":[0.9949464,0.0009091152,0.001605823,0.001478442,0.0006407095,0.0004194804],"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":[0.0001052601,0.001397918,0.01662976,0.003983,0.00105303,0.001073612,0.03006735,0.01901764,0.009145247,0.02330155,0.8461772,0.04804847],"study_design_scores_gemma":[0.0008084583,0.00004874681,0.02226268,0.0008293377,0.0001824498,0.0003993266,0.0006059849,0.05428977,0.0043125,0.002424646,0.9127201,0.001116023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03212756,0.0140647,0.1141134,0.7465698,0.001579727,0.001800773,0.0003400157,0.001661887,0.08774222],"genre_scores_gemma":[0.6053859,0.0001011853,0.002462406,0.0003899535,0.0007501608,0.0001653632,0.0002206457,0.0001019701,0.3904224],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7461798,"threshold_uncertainty_score":0.9994981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143213652019635,"score_gpt":0.2264513483794096,"score_spread":0.2121299831774461,"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."}}