{"id":"W4377693897","doi":"10.1353/imp.2023.0014","title":"Teaching Ukrainian History in Canada","year":2023,"lang":"en","type":"article","venue":"Ab imperio","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Narrative; State (computer science); Reading (process); Sociology; Stateless protocol; Pedagogy; Political science; Law; Literature; Linguistics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201704,0.0004166585,0.000316192,0.001600281,0.03177572,0.006340387,0.001490567,0.001006365,0.008896983],"category_scores_gemma":[0.001665922,0.0003556069,0.000247392,0.003334223,0.005675233,0.001668824,0.004389526,0.002193172,0.0005777029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1297332,"about_ca_system_score_gemma":0.1938334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869102,"about_ca_topic_score_gemma":0.9974102,"domain_scores_codex":[0.9986606,0.0002395888,0.00002776122,0.0001095012,0.000294477,0.0006680189],"domain_scores_gemma":[0.9982712,0.0002248585,0.00006204817,0.00002915275,0.0005501183,0.0008625407],"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":[0.0001126074,0.0001854835,0.0163155,0.0004977984,0.00004743902,0.00457776,0.5094175,0.001228321,0.002220632,0.1200725,0.1816713,0.1636532],"study_design_scores_gemma":[0.000009522112,0.00002091213,0.01061314,0.0002989398,0.00001551299,0.0003684087,0.2013482,0.0002091364,0.0005018454,0.002399178,0.7841793,0.00003596272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3569498,0.02602334,0.00204968,0.06257643,0.001366568,0.0001519,0.0004257135,0.0002314953,0.5502251],"genre_scores_gemma":[0.8575317,0.01427061,0.00208116,0.003530778,0.00006505191,0.00004882765,0.0002079189,0.0001284061,0.1221356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1297332,"threshold_uncertainty_score":0.941285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681165431059014,"score_gpt":0.3032007561340798,"score_spread":0.2663891018234897,"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."}}