{"id":"W4313396068","doi":"10.15407/arheologia2022.04.049","title":"Slavic Textiles of the Last Quarter of the 1st Millennium AD: Study Results","year":2022,"lang":"en","type":"article","venue":"Arheologia","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Accidental; Thread (computing); Ancient history; Geography; Engineering; History; Archaeology; Mechanical engineering; Physics","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":[0.0003372801,0.00009920436,0.0001893325,0.00003475555,0.000673575,0.000002971281,0.0004609521,0.00001546263,0.0004625588],"category_scores_gemma":[0.00008480362,0.00004813822,0.0001160279,0.0000685395,0.001419379,0.00002488318,0.0007869454,0.0001842475,0.000008161577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001179927,"about_ca_system_score_gemma":0.00002735904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355855,"about_ca_topic_score_gemma":0.002471908,"domain_scores_codex":[0.9989417,0.0002134167,0.000275679,0.000158644,0.0002357974,0.0001747273],"domain_scores_gemma":[0.9992114,0.0001611609,0.000199625,0.0003425445,0.00007322086,0.00001208467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002855456,0.0008697898,0.2682776,0.00003403575,0.0002878024,0.000004211079,0.5725755,0.00003652323,0.0001845237,0.06912131,0.08776028,0.0005629255],"study_design_scores_gemma":[0.001312834,0.001216512,0.5511965,0.00002054775,0.0001235448,0.000003029555,0.2741058,0.00001662753,0.0002236983,0.001633389,0.1699827,0.0001648391],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736827,0.0004399145,2.889608e-7,0.001757,0.001257611,0.0003533897,0.00006889111,0.00001578479,0.02242442],"genre_scores_gemma":[0.9888157,0.00001534001,0.000002927914,0.000293359,0.00006119905,0.00004274332,0.000002008238,0.000005348392,0.01076133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2984697,"threshold_uncertainty_score":0.5229763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673144504887845,"score_gpt":0.2300447841767875,"score_spread":0.203313339127909,"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."}}