{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02751092,0.000906545,0.0006852873,0.004953758,0.02833792,0.02183908,0.002924604,0.008304634,0.06661457],"category_scores_gemma":[0.06808269,0.0006662491,0.0005639652,0.002263192,0.006757745,0.02844667,0.02971675,0.01021743,0.01107911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808967,"about_ca_system_score_gemma":0.00749565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006035957,"about_ca_topic_score_gemma":0.002389787,"domain_scores_codex":[0.9841273,0.011673,0.0004884034,0.0006673098,0.001598889,0.001445001],"domain_scores_gemma":[0.9021174,0.04995574,0.004654098,0.00595388,0.004493693,0.03282512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008113777,0.0003606957,0.003701645,0.0002265042,0.00001373509,0.001525305,0.234162,0.0001653231,0.001250198,0.1890466,0.4280002,0.1414666],"study_design_scores_gemma":[0.0000140843,0.00003859534,0.0006028949,0.0002688497,0.000005635473,0.0002213018,0.07799467,0.0001720502,0.0002575098,0.02986747,0.8905203,0.00003660806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07872643,0.004956627,0.04956638,0.379651,0.04032654,0.0008037527,0.0007893106,0.003061907,0.442118],"genre_scores_gemma":[0.5883976,0.002422494,0.03741807,0.02321731,0.01938514,0.001697918,0.0008623552,0.002216815,0.3243823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06661457,"threshold_uncertainty_score":0.2228479,"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."}}