{"id":"W2171565208","doi":"10.3138/flor.28.002","title":"Independent Women Scholars Write (Women’s) Medieval History","year":2011,"lang":"en","type":"article","venue":"Florilegium","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chose; Amateur; Reading (process); Gender studies; Sociology; Scholarship; History; Media studies; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001742052,0.0004557706,0.0002641817,0.001052256,0.008333169,0.007664942,0.0005855525,0.00101586,0.01607145],"category_scores_gemma":[0.00345788,0.0002197417,0.0001490649,0.001140731,0.01206734,0.003028042,0.004225492,0.001831373,0.002430301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003745615,"about_ca_system_score_gemma":0.002271386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005899676,"about_ca_topic_score_gemma":0.02233616,"domain_scores_codex":[0.9991323,0.0003209372,0.00002685691,0.0001333284,0.0002020781,0.0001845196],"domain_scores_gemma":[0.9986475,0.0004872101,0.0001221677,0.0001962149,0.0001595759,0.0003873687],"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":[0.00009145794,0.00005176237,0.003375045,0.000143545,0.00001970175,0.0005186003,0.4305312,0.00005949522,0.0008872958,0.3517839,0.1322573,0.08028063],"study_design_scores_gemma":[0.000003143282,0.0000160729,0.001502244,0.0001615724,0.000004963806,0.0001361905,0.04219563,0.00001210363,0.0003544923,0.00647545,0.9491326,0.000005430043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09711508,0.01100333,0.001411535,0.02323966,0.003064228,0.00003329257,0.0002221428,0.00009928998,0.8638114],"genre_scores_gemma":[0.5745507,0.004791961,0.0004883692,0.00422687,0.001291894,0.00004050426,0.0001015618,0.0001328035,0.4143753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01607145,"threshold_uncertainty_score":0.0537644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164083521240033,"score_gpt":0.194708121616126,"score_spread":0.1530672864037257,"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."}}