{"id":"W6948272231","doi":"10.5076/e-codices-bbb-0234","title":"Bern, Burgerbibliothek, Cod. 234 : Cassiodorus, Augustinus, Alcuinus, Audax Grammaticus","year":2014,"lang":"fr","type":"article","venue":"","topic":"Augustinian Studies and Theology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Quarter (Canadian coin); Period (music); Front (military)","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008414017,0.0007723623,0.001091064,0.0004823337,0.001514182,0.0005075,0.0005548156,0.0003827332,0.04372325],"category_scores_gemma":[0.0003239322,0.0006508414,0.0004281033,0.0003214558,0.00214195,0.0003638997,0.0004418577,0.0005910267,0.00674273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130747,"about_ca_system_score_gemma":0.00009984968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00819006,"about_ca_topic_score_gemma":0.003845528,"domain_scores_codex":[0.9957931,0.0004003696,0.001040122,0.0007785254,0.0004420886,0.001545788],"domain_scores_gemma":[0.9969474,0.001011089,0.0004419972,0.0008274382,0.0003240524,0.0004479876],"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":[0.00003414364,0.0001801137,0.0002576838,0.0002100189,0.0002268161,0.00004983785,0.004334413,0.000007993694,0.000006792453,0.6583554,0.3181949,0.01814195],"study_design_scores_gemma":[0.0008759997,0.0004619155,0.0004766654,0.0002099184,0.0003083549,0.00009844775,0.004159806,0.0007479432,0.00003370531,0.01851945,0.9732479,0.0008598543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01626379,0.01383446,0.002883525,0.01669105,0.01003283,0.0006088665,0.0002580301,0.0005200658,0.9389074],"genre_scores_gemma":[0.3345132,0.001179757,0.000663675,0.001817946,0.00517466,0.00004441998,0.00004629216,0.0001295137,0.6564305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6550531,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299493755447907,"score_gpt":0.2175069814604124,"score_spread":0.2045120439059334,"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."}}