{"id":"W2970552427","doi":"10.25205/1818-7919-2019-18-5-106-115","title":"Findings of Early Hand Firearms from Southern Siberia","year":2019,"lang":"en","type":"article","venue":"Vestnik NSU Series History and Philology","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"China; Treasure; Archaeology; Ancient history; Period (music); Geography; Artillery; Quarter (Canadian coin); History; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004802567,0.0003652808,0.0002972908,0.002784845,0.002135066,0.000868031,0.000342308,0.000315273,0.005040438],"category_scores_gemma":[0.0006149195,0.0002047748,0.0001933153,0.002027542,0.0008504689,0.0003741762,0.001210598,0.0003138103,0.0008728764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008790683,"about_ca_system_score_gemma":0.001012074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03065235,"about_ca_topic_score_gemma":0.06156708,"domain_scores_codex":[0.9997556,0.00003343024,0.00002179708,0.00004543032,0.00006733929,0.00007641537],"domain_scores_gemma":[0.9997625,0.00003013758,0.00007723332,0.00002050637,0.00006976244,0.00003994469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002537187,0.00005317182,0.8655542,0.000332516,0.00007331486,0.007176653,0.03363905,0.0002346082,0.01404704,0.0007408869,0.0009408389,0.07695397],"study_design_scores_gemma":[0.000001609473,0.00003560212,0.977461,0.0001437848,0.00001685421,0.002111295,0.01322513,0.00003741054,0.0009125894,0.0001199442,0.005929052,0.000005808418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987702,0.00214952,0.0002473003,0.0001071496,0.00003285384,0.00001658714,0.0002847052,0.000006901055,0.009453058],"genre_scores_gemma":[0.9939485,0.001437043,0.0003899616,0.0001128719,0.00001822005,0.00002349967,0.0003832365,0.000008034807,0.003678618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03065235,"threshold_uncertainty_score":0.06094784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295909009757322,"score_gpt":0.2252072435435866,"score_spread":0.2022481534460134,"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."}}