{"id":"W7052454590","doi":"","title":"A small piece of a jigsaw-puzzle. On Early La Tène figural brooches from Bohemia","year":2023,"lang":"en","type":"article","venue":"CU Digital Repository","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Bronze; Quarter (Canadian coin); Excavation; Bronze Age","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":[0.00001831838,0.0001170925,0.0001315424,0.00005463404,0.00003870023,0.000099611,0.0001574761,0.00007514735,0.00000186052],"category_scores_gemma":[0.0000816088,0.0001217719,0.00007008842,0.0001717421,0.00004114079,0.00009022417,0.00003647999,0.0001133048,0.000190117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002870616,"about_ca_system_score_gemma":0.00001391389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002443424,"about_ca_topic_score_gemma":0.000003064041,"domain_scores_codex":[0.9993798,0.000004689406,0.0001863187,0.0001541156,0.0001155786,0.0001595332],"domain_scores_gemma":[0.999172,0.0004381881,0.00003108095,0.0002573043,0.00002462918,0.00007675201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001254086,0.00100987,0.04256832,0.0005505034,0.001028344,0.0007830919,0.003260484,0.04653202,0.6404006,0.01248182,0.1828081,0.0684514],"study_design_scores_gemma":[0.0009930866,0.0001847759,0.2947229,0.0006631028,0.00008348666,0.00002656521,0.0002634375,0.02417389,0.6181597,0.004596238,0.05508232,0.001050417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931002,0.00006255977,0.00004142671,0.00002523318,0.000126012,0.0000798203,0.0001844948,0.0003217865,0.06815667],"genre_scores_gemma":[0.9984998,0.00001577771,0.00006753749,0.000007475746,0.000101209,0.00004325535,0.00007207917,0.00002973075,0.001163131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2521546,"threshold_uncertainty_score":0.4965715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330481259930479,"score_gpt":0.1894057379041161,"score_spread":0.1761009253048113,"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."}}