{"id":"W4415449024","doi":"10.33137/aestimatio.v5.46150","title":"From the Editors","year":2025,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Publication; Slavic languages; Slavic studies; History of the book; Situated; Focus (optics); Publish or perish; Section (typography)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002155324,0.001511217,0.001034779,0.002232443,0.002272776,0.009917424,0.002130722,0.002852285,0.4466528],"category_scores_gemma":[0.02071075,0.0005765425,0.0006849921,0.001778205,0.0009655015,0.006490096,0.003794966,0.005585434,0.4500521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809098,"about_ca_system_score_gemma":0.002686166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00066083,"about_ca_topic_score_gemma":0.001254167,"domain_scores_codex":[0.996994,0.0003712252,0.0002868144,0.000524137,0.001592249,0.0002316178],"domain_scores_gemma":[0.9882544,0.001570626,0.0006650393,0.0008632705,0.006552501,0.002094056],"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":[0.000009083744,0.000005573212,0.00002334896,0.00007936296,0.000001308306,0.00002207888,0.0000313525,0.000008003222,0.00008002173,0.000942064,0.9794376,0.01936017],"study_design_scores_gemma":[0.000001603917,0.000003818936,0.00003156587,0.00005709744,7.949428e-7,0.00003842923,0.00002867638,0.000006912358,0.00003487585,0.0002822836,0.9995116,0.00000231005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003662816,0.01346766,0.001416462,0.07397701,0.684345,0.0001656578,0.001196806,0.001102323,0.2239629],"genre_scores_gemma":[0.002746881,0.008263218,0.0007438603,0.0313903,0.1540745,0.0001120117,0.0008889716,0.0009429551,0.8008372],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4466528,"threshold_uncertainty_score":0.7892826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07525835002367005,"score_gpt":0.287956726591192,"score_spread":0.212698376567522,"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."}}