{"id":"W2607014868","doi":"10.18688/aa166-2-15","title":"On the Mosaic of the Main Porch of San Marco in Venice: Towards a Multi-Methodological Approach to Mosaics Study.","year":2016,"lang":"en","type":"article","venue":"Actual Problems of Theory and History of Art","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Porch; Mosaic; Vault (architecture); Art history; Byzantine architecture; Sequence (biology); Art; Doors; Quarter (Canadian coin); Painting; Visual arts; History; Computer science; Classics; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.002170896,0.0001586497,0.0004463115,0.0001107788,0.0001208857,0.000002002612,0.0003560967,0.00004320492,0.0002327393],"category_scores_gemma":[0.0004730327,0.00007348444,0.0001250169,0.00003885131,0.001666149,0.00004673662,0.0001877332,0.0001523348,0.000002379044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006226357,"about_ca_system_score_gemma":0.0000607931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008069222,"about_ca_topic_score_gemma":0.0003702291,"domain_scores_codex":[0.9982151,0.0007385237,0.0004576945,0.0002110331,0.0002225727,0.0001550857],"domain_scores_gemma":[0.9981818,0.00110004,0.0002773765,0.0003508477,0.00005943451,0.00003045742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001460276,0.00205277,0.0005702923,0.0003364518,0.0002396634,0.000001113753,0.5722778,0.00007681266,0.007408783,0.3848788,0.02264873,0.008048547],"study_design_scores_gemma":[0.005313691,0.008067355,0.02370526,0.001430451,0.0003778776,0.000008388217,0.05625809,0.00002834307,0.002586384,0.1625638,0.7385449,0.00111543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528259,0.001169496,0.0003431181,0.0006293071,0.0003540475,0.001156683,0.00008452058,0.00001523714,0.0434217],"genre_scores_gemma":[0.9935881,0.00001734397,0.0002144884,0.000162673,0.00002775046,0.00003062347,7.658286e-7,0.00001127818,0.005946923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158962,"threshold_uncertainty_score":0.6138996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101650198581101,"score_gpt":0.2657934216604778,"score_spread":0.1641432230793768,"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."}}