{"id":"W2791494837","doi":"10.18740/ss27249","title":"Building on William Morris' News from Nowhere","year":2018,"lang":"en","type":"article","venue":"Socialist studies","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00006695928,0.0001763611,0.0002722467,0.00003157325,0.001455041,0.0001034104,0.0001276086,0.00004424902,0.0004635164],"category_scores_gemma":[0.000110232,0.00014952,0.0001027014,0.000002297664,0.001123927,0.0001050727,0.00008990101,0.00010023,0.0003239472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008880562,"about_ca_system_score_gemma":0.00002579697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292369,"about_ca_topic_score_gemma":0.04769508,"domain_scores_codex":[0.9990464,0.00003870304,0.0001895396,0.0002335308,0.0001757979,0.0003160338],"domain_scores_gemma":[0.9993837,0.0001399142,0.00008311461,0.0001695057,0.0001730847,0.00005062386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001295164,0.00004545859,0.0004869939,0.00001354488,0.0002722745,0.000003813257,0.3482845,3.50809e-7,0.00001599275,0.3330133,0.3162693,0.001581583],"study_design_scores_gemma":[0.0002098344,0.00008845816,0.000277159,0.00004235649,0.00005546027,5.377239e-8,0.02130484,0.000003182141,0.0001065324,0.1104681,0.8672407,0.0002033592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.288263,0.003069535,0.0001091685,0.01485692,0.008678881,0.0003622897,0.0006593408,0.0004843053,0.6835166],"genre_scores_gemma":[0.9365256,0.0002227453,0.0001836905,0.008884625,0.01579272,0.00002120101,0.00001344348,0.00003656762,0.03831936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6482627,"threshold_uncertainty_score":0.9998449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329118274708509,"score_gpt":0.352326248379198,"score_spread":0.2194144209083471,"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."}}