{"id":"W2120575690","doi":"10.29173/css326","title":"In Defense of Simulating Complex and Tragic Historical Episodes: A Measured Response to the Outcry Over a New England Slavery Simulation","year":2014,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Innovative Teaching Methodologies in Social Sciences","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Mary's University","funders":"","keywords":"Context (archaeology); Value (mathematics); Order (exchange); Sociology; Field (mathematics); Law; Mathematics education; Political science; History; Psychology; Archaeology; Business; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009066325,0.000123866,0.0003571345,0.0001573558,0.001474659,0.00003826503,0.0002460604,0.0001112418,0.00001753985],"category_scores_gemma":[0.02912357,0.0001033074,0.0000517929,0.0008736696,0.000629171,0.0001156239,0.0000592535,0.0001795293,0.000001851412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809703,"about_ca_system_score_gemma":0.0004196355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1950923,"about_ca_topic_score_gemma":0.6420668,"domain_scores_codex":[0.9957558,0.00287221,0.0003086303,0.0002355297,0.0003989217,0.0004289114],"domain_scores_gemma":[0.9944757,0.004949979,0.0001398629,0.0000921622,0.0001905903,0.0001517713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001984379,0.00001282295,0.04405168,0.00001308213,0.00004971248,0.00000420861,0.8848204,0.001028368,0.00009743871,0.0180799,0.006544675,0.04509926],"study_design_scores_gemma":[0.001156332,0.0001593647,0.2904354,0.00004617638,0.00003677396,2.853877e-7,0.08619143,0.0005554578,0.000003407153,0.0308952,0.5900414,0.000478728],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644996,0.000385459,0.0009748731,0.02505738,0.0006977351,0.0004819381,0.000008654415,0.00003488297,0.007859468],"genre_scores_gemma":[0.9970029,0.000009675644,0.0009733757,0.001108743,0.0005792873,0.000008182262,3.043826e-7,0.000007551787,0.0003099783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.798629,"threshold_uncertainty_score":0.9998253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2756319830892088,"score_gpt":0.4382380952862637,"score_spread":0.1626061121970548,"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."}}