{"id":"W4403861794","doi":"10.16995/dscn.17618","title":"Women to the Forefront: A Case for Digital Medieval Prosopography","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000719997,0.0002641746,0.0003021629,0.0001036171,0.00117354,0.001282481,0.000391769,0.00009430601,0.0000198911],"category_scores_gemma":[0.001833366,0.000167978,0.0002398292,0.0006414403,0.000671606,0.0008533192,0.0002747919,0.0001830691,0.000150767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432418,"about_ca_system_score_gemma":0.0002214172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001859242,"about_ca_topic_score_gemma":0.00271949,"domain_scores_codex":[0.9979357,0.00005305979,0.000304124,0.0004964075,0.0003916525,0.0008190575],"domain_scores_gemma":[0.9984916,0.0007316857,0.00003837201,0.0002350342,0.0002920886,0.0002112274],"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":[0.0000750462,0.00006325955,0.00002395102,0.00008969101,0.0003167017,0.0001711093,0.9302573,0.000004762256,0.000003675841,0.003521747,0.04236282,0.02310989],"study_design_scores_gemma":[0.00008838989,0.0001887182,7.999338e-7,0.0000426127,2.547756e-7,0.00003556114,0.4635403,0.00003065532,0.00003008917,0.01219561,0.5236687,0.0001782645],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7207335,0.005807036,0.004181301,0.04815462,0.002789069,0.005194086,0.0008715063,0.000994279,0.2112746],"genre_scores_gemma":[0.9876903,0.0000954022,0.00001051781,0.0004991883,0.001009219,0.001166912,0.00001169975,0.00004880863,0.009468004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4813059,"threshold_uncertainty_score":0.9997543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012422456958813,"score_gpt":0.3166617700860914,"score_spread":0.2665375455165032,"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."}}