{"id":"W4324359702","doi":"10.1080/15740773.2023.2183784","title":"The Battle of the Seelow Heights, April 1945: conflict archaeology in the forests of Eastern Brandenburg, Germany","year":2022,"lang":"en","type":"article","venue":"Journal of Conflict Archaeology","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Battle; Surrender; Archaeology; Scrutiny; History; Conflict archaeology; Battlefield; World War II; Geography; Ancient history; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003842812,0.0001707278,0.0004590086,0.000221868,0.0003491603,0.000007248384,0.001854995,0.00009926174,0.001080064],"category_scores_gemma":[0.0008342918,0.000079005,0.0002724362,0.0004443308,0.003150692,0.0000926076,0.0003998184,0.001307496,0.00000683576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001355159,"about_ca_system_score_gemma":0.0002709759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691281,"about_ca_topic_score_gemma":0.00941683,"domain_scores_codex":[0.9950565,0.002420492,0.000869701,0.0001859451,0.0009041616,0.000563207],"domain_scores_gemma":[0.993883,0.004670915,0.000764633,0.0003995443,0.0001682899,0.000113606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003224092,0.00007030818,0.9082572,0.00005199214,0.0001850304,0.000174036,0.02927152,0.005108166,0.0003459516,0.00448028,0.0003940032,0.04843743],"study_design_scores_gemma":[0.001156406,0.002248698,0.7947644,0.00002047018,0.00002239372,0.001054351,0.001147746,0.001943984,0.000301606,0.02574072,0.1714811,0.0001181603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823978,0.003290881,0.000643824,0.01181501,0.0007379567,0.0004234159,0.00003356458,0.000004580475,0.0006529549],"genre_scores_gemma":[0.998302,0.0007913306,0.00009697971,0.0003772045,0.0001460174,0.000008440634,0.000004666977,0.000004965873,0.0002683804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710871,"threshold_uncertainty_score":0.9998331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774615521546117,"score_gpt":0.2608086312432981,"score_spread":0.2330624760278369,"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."}}