{"id":"W2740463477","doi":"10.18740/s4p04k","title":"Socialist Studies - Spring 2017 - Complete Issue","year":2017,"lang":"en","type":"article","venue":"Socialist studies","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Political science; Socialism; Political economy; Economic history; Sociology; Economics; Law; Communism; Engineering; Politics","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"],"consensus_categories":["sts"],"category_scores_codex":[0.001375437,0.0002496936,0.0005895082,0.00004588317,0.01937727,0.0002861558,0.0008206568,0.00009944266,0.00005986455],"category_scores_gemma":[0.005770589,0.0002563455,0.0002081436,0.00006294998,0.005643744,0.0003971125,0.0004715425,0.0002265212,0.0004521331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005251454,"about_ca_system_score_gemma":0.0001660072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004524453,"about_ca_topic_score_gemma":0.01134856,"domain_scores_codex":[0.9977286,0.0004267572,0.0003356167,0.0003612163,0.0004789716,0.000668816],"domain_scores_gemma":[0.9978381,0.0006129603,0.0004466314,0.0005062176,0.0004629178,0.0001332135],"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":[0.000009766262,0.00003789548,0.01392364,0.00009988709,0.0005579349,0.00004261663,0.160736,3.703499e-7,0.00000994959,0.4839002,0.3401396,0.0005422141],"study_design_scores_gemma":[0.0002293945,0.00001873908,0.008945315,0.00006422896,0.0001003031,1.728324e-7,0.05073907,1.569072e-7,0.000005699144,0.01978049,0.9197982,0.0003182243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05713388,0.02962523,0.000006620248,0.1301477,0.01505509,0.000638207,0.000182645,0.0005184688,0.7666922],"genre_scores_gemma":[0.8780768,0.01553569,0.0002988074,0.00672545,0.01372658,0.00004765305,0.000005416656,0.0000675311,0.0855161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8209429,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3492351767989405,"score_gpt":0.4775875337531591,"score_spread":0.1283523569542186,"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."}}