{"id":"W7154024028","doi":"10.62625/2782-1889.2023.66.66.001","title":"Развитие профессии реставратора","year":2023,"lang":"ru","type":"article","venue":"Научные труды Санкт-Петербургской академии художеств.","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Natural (archaeology); Interpretation (philosophy); Sociology of scientific knowledge","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001903677,0.001928603,0.002165008,0.001550418,0.003701847,0.001930766,0.001833236,0.0008244555,0.01511328],"category_scores_gemma":[0.000608704,0.001908306,0.001385839,0.001645327,0.001788468,0.001214062,0.00146213,0.001615718,0.01762459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004437046,"about_ca_system_score_gemma":0.0005479955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164409,"about_ca_topic_score_gemma":0.002511232,"domain_scores_codex":[0.9896859,0.0004463665,0.002635565,0.002260506,0.001896412,0.003075228],"domain_scores_gemma":[0.9937359,0.0009524366,0.001055649,0.002395786,0.001114362,0.0007458681],"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":[0.0001804387,0.0004760014,0.002325765,0.0006276057,0.0007299352,0.0003154184,0.02046379,0.00002792401,0.0003028526,0.2561311,0.7031533,0.01526595],"study_design_scores_gemma":[0.001684335,0.0006228706,0.005180538,0.0006611997,0.0004349096,0.00003239073,0.01198144,0.001129708,0.0006655538,0.02172147,0.953507,0.002378593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2025997,0.0160499,0.0007829936,0.0701082,0.02308097,0.006787726,0.003821601,0.01543645,0.6613324],"genre_scores_gemma":[0.631615,0.01003034,0.0003315136,0.004634888,0.006232693,0.0007279143,0.0006631548,0.0005723689,0.3451922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4290153,"threshold_uncertainty_score":0.9993458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09686718074580361,"score_gpt":0.2787467021692658,"score_spread":0.1818795214234622,"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."}}