{"id":"W1942828079","doi":"10.18740/s4x881","title":"What is Socialism? What are Socialist Studies?","year":2009,"lang":"en","type":"article","venue":"Socialist studies","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Socialism; Political science; Economic system; Political economy; Economics; Communism; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.001788877,0.0004866904,0.001013466,0.0001092228,0.007122969,0.001372686,0.0009246494,0.0002691704,0.00007475976],"category_scores_gemma":[0.0008621659,0.0004056741,0.0004903573,0.0006197967,0.002734221,0.003096165,0.0004049512,0.0004508957,0.0002542716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000751468,"about_ca_system_score_gemma":0.000224085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003245183,"about_ca_topic_score_gemma":0.002519171,"domain_scores_codex":[0.9957422,0.0008527873,0.0006384648,0.0005808654,0.001112725,0.001072969],"domain_scores_gemma":[0.9973375,0.0005240024,0.0005741683,0.0004777683,0.0008787881,0.0002077274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003414969,0.0002323793,0.001558108,0.00008500446,0.0009699212,0.00006323234,0.7012311,4.427709e-7,0.000008440899,0.06730625,0.1694376,0.05907335],"study_design_scores_gemma":[0.0004328537,0.00005894414,0.001868903,0.0004020162,0.0001120689,4.820458e-7,0.7080557,1.847402e-7,0.00001746502,0.08942938,0.1991144,0.0005075295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.04717458,0.2091745,0.000005264135,0.6975089,0.01449765,0.0009266876,0.00004600573,0.0007579602,0.02990837],"genre_scores_gemma":[0.3732198,0.4961138,0.00008950359,0.09038221,0.007077185,0.00004514516,0.00001981878,0.00008245179,0.0329701],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6071267,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289144902021813,"score_gpt":0.4290501879558951,"score_spread":0.3001356977537137,"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."}}