{"id":"W4224304772","doi":"10.4000/hybrid.1569","title":"Quels imaginaires pour les outils numériques participatifs au musée ?","year":2022,"lang":"fr","type":"article","venue":"Hybrid","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Art; Political science","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003091713,0.0003255141,0.0003173804,0.00007924123,0.0007117331,0.001559461,0.000762536,0.00002984216,0.0009493722],"category_scores_gemma":[0.0001236357,0.0002850343,0.0002083295,0.000300742,0.0002335114,0.002749335,0.001028706,0.0003400942,0.0003464621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003408182,"about_ca_system_score_gemma":0.0004518039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008518535,"about_ca_topic_score_gemma":0.0004541622,"domain_scores_codex":[0.9973577,0.0002756498,0.0004011776,0.0005739835,0.0005128573,0.000878576],"domain_scores_gemma":[0.9985892,0.0001269867,0.0001644153,0.0005835221,0.0001566021,0.0003793342],"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":[0.00004206997,0.001116903,0.003488214,0.0001328337,0.0001185742,0.003154402,0.02073016,0.001170792,0.001538869,0.2868804,0.4454749,0.2361519],"study_design_scores_gemma":[0.0004642605,0.0004423964,0.004796788,0.00009651599,0.00002906803,0.001164502,0.001236173,0.01618711,0.01269547,0.05314594,0.9089956,0.0007461935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6869987,0.02019609,0.01381285,0.0849556,0.006964847,0.0006422048,0.000363318,0.0005928098,0.1854735],"genre_scores_gemma":[0.9350013,0.00006645046,0.0006801086,0.001711782,0.0005224916,0.00004827947,0.00001766483,0.00002412079,0.06192782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4635207,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2437348853436225,"score_gpt":0.3281860092586773,"score_spread":0.08445112391505477,"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."}}