{"id":"W7093072954","doi":"10.15353/et.v1i1.6795","title":"Alexander at Issus","year":2025,"lang":"","type":"article","venue":"Epic Threads","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Witness; Victory; Faith; Bad faith; Porch","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004975816,0.0002836554,0.0005035483,0.00009674488,0.00170685,0.0001144231,0.0005212157,0.0002766057,0.00834043],"category_scores_gemma":[0.0005413938,0.0002639829,0.0002591746,0.0009655466,0.001557965,0.000130834,0.0008469587,0.0002867956,0.001339584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345175,"about_ca_system_score_gemma":0.0001673629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006272343,"about_ca_topic_score_gemma":0.01105906,"domain_scores_codex":[0.9973988,0.0002330631,0.0004223113,0.0006000315,0.000538428,0.0008073543],"domain_scores_gemma":[0.9985738,0.0006208821,0.0001099542,0.0004047453,0.0001201991,0.000170442],"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":[0.00005972941,0.0002658562,0.03230993,0.00006833667,0.0003143724,0.00002140256,0.00970224,0.000002636621,0.0001259747,0.4578821,0.4503817,0.04886565],"study_design_scores_gemma":[0.0004424879,0.00005512543,0.03239707,0.0001144418,0.0001285959,5.100451e-7,0.002348777,0.00002218478,0.0003151992,0.01936134,0.9445277,0.0002865109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06312696,0.007328386,0.0001342621,0.1460132,0.004070257,0.0003937312,0.00001474143,0.0001417073,0.7787768],"genre_scores_gemma":[0.5299129,0.001152726,0.00003206639,0.0009978573,0.0003665297,0.00001141985,0.000001250883,0.000007088195,0.4675181],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.494146,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188877683910685,"score_gpt":0.3466454092701446,"score_spread":0.3147566324310377,"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."}}