{"id":"W4389609766","doi":"10.29173/writingacrossuofa60","title":"The Flaming East","year":2023,"lang":"en","type":"article","venue":"Writing across the University of Alberta","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Middle East; History; Political science; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001058188,0.00004444616,0.00005660848,0.00001155206,0.005129918,0.0000624932,0.0008808232,0.00002772207,0.00002348993],"category_scores_gemma":[0.0001325301,0.0000276757,0.00006171218,0.0002469582,0.000876903,0.00009247674,0.0003547002,0.0001183273,0.0002514148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001884285,"about_ca_system_score_gemma":0.00002803068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009982015,"about_ca_topic_score_gemma":0.02196641,"domain_scores_codex":[0.9992527,0.0001590661,0.00006770895,0.0000746314,0.0001717714,0.0002741446],"domain_scores_gemma":[0.9991008,0.000514827,0.00006466005,0.0002411834,0.00004347056,0.0000350643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004606542,0.00002941875,0.01343105,0.00002457255,0.00007896702,0.00002422994,0.8434915,0.00009345065,0.0002722415,0.05034649,0.006182348,0.08597969],"study_design_scores_gemma":[0.0001623835,0.00001034536,0.01031224,0.00004943981,0.000006785466,0.000001034711,0.5257969,0.0001852216,0.00001577081,0.0002489568,0.4631321,0.00007871829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.843481,0.00005502329,0.00001100297,0.007404891,0.0001303795,0.00006734268,0.000002839145,0.00005521029,0.1487923],"genre_scores_gemma":[0.9325171,0.0001728151,0.00001155068,0.00003680979,0.00006822727,3.352298e-8,0.000001523971,0.000005118924,0.06718681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4569498,"threshold_uncertainty_score":0.9966106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198202618407807,"score_gpt":0.2603672549356925,"score_spread":0.2405469930949118,"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."}}