{"id":"W48141937","doi":"","title":"Теоретические и практические аспекты атрибуции древнегреческой расписной керамики в современном музее","year":2009,"lang":"ru","type":"article","venue":"Vestnik of Lobachevsky State University of Nizhni Novgorod Series Social Sciences","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pottery; Attribution; Art; Quarter (Canadian coin); Archaeology; Art history; History; Visual arts; Psychology","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":["sts"],"category_scores_codex":[0.002222951,0.0005902287,0.001077289,0.0005209079,0.002477796,0.0001264017,0.002126862,0.0004379877,0.003218793],"category_scores_gemma":[0.0004003947,0.0005855254,0.0004508788,0.002707168,0.008724944,0.002008865,0.0003015687,0.0007305219,0.0001495851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009703044,"about_ca_system_score_gemma":0.001109708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389439,"about_ca_topic_score_gemma":0.007421195,"domain_scores_codex":[0.9936433,0.0007652723,0.0007934328,0.001099318,0.002090418,0.001608256],"domain_scores_gemma":[0.9971939,0.0003949246,0.0009303849,0.0004054119,0.0005121978,0.0005631996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007229297,0.0008837534,0.1044053,0.0007300469,0.0005019183,0.0004479789,0.04002332,0.003382675,0.005358588,0.01101565,0.01063786,0.8153836],"study_design_scores_gemma":[0.002458982,0.01749674,0.8518322,0.0003153983,0.0002184494,0.00005640471,0.03359762,0.0009760547,0.002663528,0.04862919,0.03984753,0.001907891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357488,0.001840304,0.001274995,0.01086223,0.0005909931,0.0009681975,0.00101722,0.0001505398,0.04754677],"genre_scores_gemma":[0.9889771,0.002722204,0.00406145,0.0001936995,0.0002201483,2.653003e-7,0.00006620188,0.000009176531,0.003749765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8134757,"threshold_uncertainty_score":0.9996596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412964077820349,"score_gpt":0.2503782814155286,"score_spread":0.2090818736334938,"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."}}