{"id":"W4245449902","doi":"10.5699/slaveasteurorev2.93.4.0774","title":"","year":2015,"lang":"","type":"article","venue":"The Slavonic and East European Review","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empire; Paradise; State (computer science); Economic history; Communism; Political science; Scholarship; Immigration; History; Politics; Ancient history; Law; Art history","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01627881,0.0007503662,0.001466859,0.00003960254,0.003510895,0.0003642648,0.001866634,0.0001508548,0.000108183],"category_scores_gemma":[0.003112526,0.0004855552,0.0006036443,0.001545425,0.004937086,0.0004642769,0.0009601341,0.001156281,0.0009648238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339226,"about_ca_system_score_gemma":0.0008034743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620087,"about_ca_topic_score_gemma":0.0003194604,"domain_scores_codex":[0.9809988,0.01298616,0.001567865,0.0009664081,0.001543076,0.00193771],"domain_scores_gemma":[0.9945568,0.0004157574,0.0005604086,0.0009632647,0.0005723581,0.002931454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006395892,0.0003937354,0.0002239835,0.002890118,0.0002049332,0.0001451808,0.07220469,0.000004234007,6.633439e-7,0.6576458,0.01154388,0.2546788],"study_design_scores_gemma":[0.0007070148,0.0003532797,0.0005126403,0.004617398,0.0009545551,0.00003480583,0.01049098,0.0001048843,2.761208e-8,0.007138214,0.974317,0.0007691968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005412239,0.6419415,0.0001232848,0.07151026,0.001325596,0.001536538,0.00002919388,0.0001344112,0.2779869],"genre_scores_gemma":[0.3506214,0.6036038,0.00004504608,0.02114296,0.002079931,0.00001853336,0.000008500957,0.00008213795,0.02239767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9627731,"threshold_uncertainty_score":0.999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06470569295608265,"score_gpt":0.2979901802429337,"score_spread":0.2332844872868511,"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."}}