{"id":"W2808414556","doi":"10.22230/src.2018v9n1a285","title":"Creating a Forum for Working-Class Histories","year":2018,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Working class; Computer science; World Wide Web; Political science; Artificial intelligence","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":["sts"],"category_scores_codex":[0.005865822,0.00005753002,0.00009651997,0.00007347791,0.007936266,0.0005281699,0.0005267172,0.0001047683,0.00002781417],"category_scores_gemma":[0.002846885,0.00005694674,0.00004374632,0.0003946902,0.002957181,0.0008669802,0.0001451201,0.0004475823,0.00001149935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237989,"about_ca_system_score_gemma":0.0002772671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931791,"about_ca_topic_score_gemma":0.00337367,"domain_scores_codex":[0.9980082,0.0008364636,0.0001301554,0.0001754637,0.0004813036,0.0003684419],"domain_scores_gemma":[0.9975619,0.0008635715,0.00006851032,0.0004192168,0.0009661752,0.0001206781],"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":[0.000130243,0.0001364448,0.01608609,0.00003215352,0.00004635382,3.365227e-7,0.30248,1.884836e-7,0.001818979,0.4221122,0.07634068,0.1808163],"study_design_scores_gemma":[0.0001507114,0.0001005584,0.0007968427,0.00003402706,0.000003537201,1.570958e-7,0.05823812,0.00003860661,0.000046414,0.006983661,0.9335343,0.00007302208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1182278,0.02068619,0.001896049,0.06086734,0.0006026877,0.001718534,0.00001214354,0.0002729052,0.7957164],"genre_scores_gemma":[0.9844498,0.001378106,0.005294029,0.0001851904,0.0003137306,0.00009276217,0.000005988038,0.00001056058,0.008269834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.866222,"threshold_uncertainty_score":0.9997562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059630238007961,"score_gpt":0.4197962439599371,"score_spread":0.313833220159141,"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."}}