{"id":"W4285528860","doi":"10.21638/11701/spbu24.2021.402","title":"Ex-Socialists as Human Resources for the Communist Party between February and October Revolutions (March — October 1917)","year":2021,"lang":"en","type":"article","venue":"Modern History of Russia","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Radicalization; Communism; Elite; Social Democratic Party; Political science; Democracy; Scholarship; Period (music); Quarter (Canadian coin); Political economy; Law; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009369152,0.0001861127,0.0003786732,0.00007916742,0.002243593,0.00003616209,0.0004808162,0.0002197622,0.0003185436],"category_scores_gemma":[0.0001605752,0.0001650387,0.0002266349,0.0001428023,0.001939165,0.0001464294,0.0001327983,0.0003097384,0.00001476818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009022581,"about_ca_system_score_gemma":0.0007581512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102765,"about_ca_topic_score_gemma":0.01110577,"domain_scores_codex":[0.9979122,0.0005083903,0.0003724369,0.000345249,0.00046485,0.0003968991],"domain_scores_gemma":[0.9984681,0.0004800875,0.0002220233,0.0005296497,0.0001263988,0.0001737123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000735273,0.0002749777,0.02117762,0.0001908925,0.0002703788,0.00001760945,0.185897,0.000004176156,0.0008660627,0.1407838,0.6405514,0.009892467],"study_design_scores_gemma":[0.0003503221,0.00003259942,0.09129591,0.00004408538,0.0001244825,0.000001532759,0.002152037,0.00001951783,0.00000636193,0.007014839,0.8987398,0.0002185297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3434863,0.1323151,0.001213552,0.03004421,0.00328812,0.001979311,0.0002764538,0.0004138467,0.4869832],"genre_scores_gemma":[0.946639,0.0004150206,0.0004103991,0.0004584845,0.000616211,0.00006007197,0.00003036783,0.00003881238,0.05133161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6031528,"threshold_uncertainty_score":0.9990553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05568167583546568,"score_gpt":0.3180487714668951,"score_spread":0.2623670956314295,"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."}}