{"id":"W3007254608","doi":"10.18740/ss27287","title":"A New “Era” in Socialist Studies Publications","year":2020,"lang":"en","type":"article","venue":"Socialist studies","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Socialism; Economic system; Economic history; Political economy; Sociology; Economics; Law; Communism","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001036405,0.000288169,0.0007064904,0.0001061915,0.003005648,0.0001920547,0.0007493735,0.0001677828,0.0001288598],"category_scores_gemma":[0.01117745,0.0003225738,0.0002113755,0.001642861,0.001261149,0.0004582782,0.0006371863,0.0004419171,0.00009757063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142647,"about_ca_system_score_gemma":0.0009655521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01079161,"about_ca_topic_score_gemma":0.05429977,"domain_scores_codex":[0.9967538,0.0007133179,0.000586506,0.0004536986,0.0007712682,0.0007214128],"domain_scores_gemma":[0.9975953,0.001081445,0.0002969442,0.0002462802,0.0005334649,0.0002465709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001383306,0.00008092607,0.0313185,0.00004898835,0.0004442592,0.000004675435,0.4989587,9.298473e-7,0.0000138431,0.2504648,0.2123194,0.006331132],"study_design_scores_gemma":[0.001062925,0.00006172468,0.01923829,0.00007757042,0.00009398185,5.395141e-8,0.4668998,0.000001110481,0.000014162,0.1953595,0.316597,0.0005939603],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0221788,0.01530302,0.00005049258,0.9227432,0.00120702,0.001509283,0.00004280419,0.0006472007,0.03631815],"genre_scores_gemma":[0.9376662,0.01139931,0.001706049,0.03563866,0.004926564,0.0006578768,0.00002335208,0.0000862462,0.007895768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9154873,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3412303962751277,"score_gpt":0.4915881903521863,"score_spread":0.1503577940770586,"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."}}