{"id":"W6899231231","doi":"10.58079/qpvw","title":"Colloque MÉNESTREL à Montréal. \"Le numérique et les études médiévales : enjeux pédagogiques et la formation par la recherche","year":2019,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Field (mathematics); Work (physics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.004235779,0.0007407194,0.000712475,0.00027952,0.00103024,0.004573278,0.0006289835,0.000940715,0.006695077],"category_scores_gemma":[0.0005452981,0.0007666927,0.0004080702,0.0001622952,0.0006336824,0.03870473,0.0002736471,0.001638726,0.001573315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350724,"about_ca_system_score_gemma":0.0007247051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210759,"about_ca_topic_score_gemma":0.0281732,"domain_scores_codex":[0.9933415,0.003492993,0.001044299,0.0007177831,0.0007235378,0.0006798637],"domain_scores_gemma":[0.9949164,0.002797243,0.0005841591,0.0006107647,0.0008163583,0.0002750638],"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":[0.000136956,0.0006801744,0.0000646784,0.0004959973,0.0001153687,0.00005817932,0.005518765,0.0001537125,0.00006614169,0.962093,0.02602571,0.004591305],"study_design_scores_gemma":[0.001318404,0.0004825404,0.00265016,0.001503422,0.00006379857,0.000137051,0.01819924,0.0001133706,0.000686305,0.05738625,0.9165136,0.0009458612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05467099,0.00474746,0.0004685386,0.0667361,0.001595032,0.001358464,0.001958368,0.0003343261,0.8681307],"genre_scores_gemma":[0.8004677,0.005944152,0.0009143068,0.01282014,0.0008934417,0.0004898292,0.00286913,0.0001386151,0.1754627],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9047068,"threshold_uncertainty_score":0.9994784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1778331259875709,"score_gpt":0.3253500885546339,"score_spread":0.147516962567063,"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."}}