{"id":"W4243953406","doi":"10.21226/t2qc79","title":"Communism and Hunger: Preface","year":2016,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Famine; Kazakh; Ukrainian; Communism; China; Politics; Political science; History; Development economics; Political economy; Economic history; Sociology; Law; Economics; Philosophy","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":[0.001175303,0.0001429668,0.0003943986,0.00006723012,0.001537332,0.00002669192,0.0002435352,0.00005465342,0.00006430152],"category_scores_gemma":[0.0008493027,0.00008325712,0.000105129,0.0001145653,0.001408822,0.0003306186,0.0001082898,0.0001602565,0.00002446553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009662279,"about_ca_system_score_gemma":0.00008498716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007576634,"about_ca_topic_score_gemma":0.0005006373,"domain_scores_codex":[0.9986159,0.0003108166,0.0003334912,0.0001132068,0.0003665014,0.00026013],"domain_scores_gemma":[0.998849,0.0001394528,0.000319472,0.000118668,0.0004353245,0.0001381142],"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":[0.00005131201,0.00005813286,0.002704649,0.00002128532,0.0004847839,0.000036592,0.9390652,2.231561e-7,0.000350514,0.003998106,0.009037286,0.04419198],"study_design_scores_gemma":[0.000628822,0.000186989,0.004346786,0.0002779673,0.00006901508,0.00002788381,0.18754,2.61558e-8,0.000009365322,0.001078751,0.8056791,0.0001553168],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.504405,0.2135118,0.00006433079,0.1698331,0.003693514,0.0003905968,0.00002033638,0.0001082404,0.1079731],"genre_scores_gemma":[0.9876881,0.007086182,0.0003416473,0.0001978614,0.0006190412,0.000003347798,4.941716e-8,0.000008893042,0.004054843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7966418,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07191473758308486,"score_gpt":0.3540636075306487,"score_spread":0.2821488699475638,"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."}}