{"id":"W7139135865","doi":"10.22024/unikent/01.02.113458","title":"Examining Perspective in Historical Games","year":2025,"lang":"en","type":"article","venue":"Kent Academic Repository (University of Kent)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Robin Hood Foundation","keywords":"Perspective (graphical); Video game; Interpretation (philosophy); Historical thinking; Narrative; Representation (politics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002718471,0.000073439,0.0001820177,0.0001624092,0.0001201777,0.00001097859,0.0003583783,0.0001766266,0.00002345873],"category_scores_gemma":[0.0001328106,0.00009379272,0.0000716816,0.0003638394,0.0002416701,0.000282699,0.00007875595,0.000290825,0.000005350199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750924,"about_ca_system_score_gemma":0.0002938092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699137,"about_ca_topic_score_gemma":0.0002933047,"domain_scores_codex":[0.99905,0.00009923556,0.0001327968,0.000237799,0.0002694224,0.0002107949],"domain_scores_gemma":[0.9995063,0.0001115363,0.0001038384,0.0001080788,0.00007647726,0.00009376006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002519527,0.0003611549,0.4947018,0.00009551447,0.0001476561,0.0002553251,0.2565918,0.00004281864,0.004014056,0.1260721,0.05776759,0.05969818],"study_design_scores_gemma":[0.0007220599,0.00006061811,0.1008185,0.0002691394,0.00004911022,0.000001573657,0.19691,0.0000325484,0.0001785019,0.001247616,0.6995008,0.0002096272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.47933,0.001068795,0.00005301476,0.001222396,0.0005677738,0.0001224696,6.216384e-7,0.00003780091,0.5175971],"genre_scores_gemma":[0.8219991,0.0003995893,0.00007795991,0.00004043537,0.0000644102,3.005557e-7,5.246205e-7,0.000002774009,0.1774149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6417332,"threshold_uncertainty_score":0.4578606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322165779325064,"score_gpt":0.2614036130533073,"score_spread":0.2381819552600566,"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."}}