{"id":"W3023929074","doi":"10.1353/mns.2020.0004","title":"The McCarthy Collection, Volume I: Italian and Byzantine Miniatures by Gaudenz Freuler","year":2020,"lang":"en","type":"article","venue":"Manuscript studies","topic":"Historical and Religious Studies of Rome","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Byzantine architecture; Armenian; Art; Exhibition; Eleventh; The Renaissance; Classics; Art history; Ancient history; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0000994246,0.0002147808,0.0003132021,0.00002302969,0.002982764,0.000149357,0.0001522145,0.00003611502,0.00007572703],"category_scores_gemma":[0.00019571,0.0001261807,0.00008157794,0.00006574638,0.0007845784,0.00006912598,0.0002006227,0.000151761,0.0001085281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070442,"about_ca_system_score_gemma":0.000006864822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001602557,"about_ca_topic_score_gemma":0.0006922316,"domain_scores_codex":[0.9989025,0.00004526253,0.0002462109,0.0002827526,0.000214267,0.000309032],"domain_scores_gemma":[0.9994471,0.0001203325,0.00007599733,0.0001178027,0.0001649603,0.00007382299],"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":[0.00003073493,0.00001820492,0.0002240072,0.00003187306,0.0002565778,0.000004554852,0.04049587,1.30744e-7,0.00003289645,0.003131142,0.955314,0.0004599594],"study_design_scores_gemma":[0.0002549902,0.0001908466,0.0001959815,0.00001103681,0.00005770244,0.000002072911,0.01491108,0.000005705277,0.00001556157,0.0004653685,0.9837046,0.0001850908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01916667,0.5055718,0.00001329632,0.2916391,0.005677233,0.0006668267,0.0001987077,0.0004540605,0.1766123],"genre_scores_gemma":[0.5311007,0.01851853,0.00004455517,0.008148786,0.001853595,0.000113555,0.00001388344,0.000050485,0.4401559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.511934,"threshold_uncertainty_score":0.9983152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424359168714566,"score_gpt":0.2137232313625926,"score_spread":0.1794796396754469,"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."}}