{"id":"W1550006783","doi":"10.7202/000661ar","title":"Tania Velmans, Vojislav Korač et Marica Šuput, Rayonnement de Byzance. Saint-Léger-Vauban, Éditions du Zodiaque ; Paris, Desclée de Brouwer (coll. « Les grandes saisons de l’art chrétien », 2), 1999, 536 p.","year":2002,"lang":"fr","type":"article","venue":"Laval théologique et philosophique","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002007511,0.00119279,0.001248882,0.0003424102,0.002615696,0.0004342121,0.0008327208,0.0009818301,0.005145102],"category_scores_gemma":[0.000439283,0.001215217,0.0007672939,0.0002249803,0.002309897,0.0005536508,0.000431568,0.002274794,0.0003987707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578378,"about_ca_system_score_gemma":0.0006039303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0145229,"about_ca_topic_score_gemma":0.02774092,"domain_scores_codex":[0.9930888,0.00198913,0.001202559,0.001169946,0.0005026661,0.002046875],"domain_scores_gemma":[0.9966435,0.0009632487,0.0006020453,0.0008679399,0.0003636985,0.0005595656],"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":[0.00009826341,0.001125032,0.002505449,0.0002330467,0.0003280164,0.0002250917,0.006991229,0.0001595845,0.00009334918,0.5341783,0.4536662,0.000396465],"study_design_scores_gemma":[0.001626897,0.0009547689,0.00389607,0.0005329835,0.0003963072,0.0002010485,0.001005977,0.0003128227,0.0001181507,0.02045548,0.9691671,0.001332392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03284521,0.0603693,0.004914788,0.4960875,0.002767977,0.002325071,0.002187818,0.00103788,0.3974645],"genre_scores_gemma":[0.7277876,0.2226202,0.003163517,0.01449341,0.004618905,0.0007965222,0.0002162346,0.000253778,0.02604986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6949424,"threshold_uncertainty_score":0.9990298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391969030846172,"score_gpt":0.2410015875494299,"score_spread":0.2070818972409682,"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."}}