{"id":"W4387906654","doi":"10.18287/2542-0445-2023-29-3-11-16","title":"Penza serif line: history of creation and study","year":2023,"lang":"en","type":"article","venue":"Vestnik of Samara University History pedagogics philology","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samara University","keywords":"Fortress (chess); Historiography; History; Order (exchange); Publishing; Quarter (Canadian coin); Subject (documents); Period (music); Classics; Archaeology; Art; Ancient history; Literature; Library science; Computer science","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":[0.00095179,0.0006907301,0.0005129217,0.002843264,0.005065189,0.004705444,0.0007382639,0.001215579,0.01322122],"category_scores_gemma":[0.001098268,0.0002726135,0.0001470593,0.006261779,0.007955324,0.003167329,0.002281571,0.001824468,0.002543056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005174011,"about_ca_system_score_gemma":0.002459529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009369693,"about_ca_topic_score_gemma":0.009891229,"domain_scores_codex":[0.9991597,0.0003894714,0.00003629008,0.0001554326,0.0001318269,0.0001271801],"domain_scores_gemma":[0.9995351,0.0001915332,0.00008203763,0.00005310323,0.0000652415,0.00007290693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002262889,0.0001629536,0.00699143,0.002108004,0.00002315692,0.003720674,0.115096,0.0002976101,0.000853322,0.3970399,0.08601319,0.3874676],"study_design_scores_gemma":[0.000005608971,0.00005570262,0.01050932,0.001075549,0.000004439744,0.00114187,0.01466907,0.00005265943,0.0002659817,0.004777612,0.9674264,0.00001595469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08872187,0.4222924,0.001844063,0.01471164,0.0025524,0.0001018655,0.0009577877,0.000139621,0.4686783],"genre_scores_gemma":[0.7741907,0.1229297,0.001314495,0.001732766,0.001591463,0.0001430632,0.0006669292,0.0001066723,0.0973243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01322122,"threshold_uncertainty_score":0.04422933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06789771395500095,"score_gpt":0.2188573595155652,"score_spread":0.1509596455605642,"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."}}