{"id":"W2977556879","doi":"10.22230/src.2018v9n1a275","title":"Working toward Gender Parity in the Canadian Journal of History / Annales canadiennes d’histoire","year":2018,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parity (physics); History; Library science; Computer science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0096439,0.00004433129,0.00008671466,0.0002314612,0.003510507,0.0001983917,0.0007348564,0.00008603244,0.00002683901],"category_scores_gemma":[0.001768638,0.00003362299,0.00002429405,0.0003571857,0.002213267,0.0003983644,0.00005489692,0.0008389519,0.000003318648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046286,"about_ca_system_score_gemma":0.001517322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4189371,"about_ca_topic_score_gemma":0.9428027,"domain_scores_codex":[0.9973432,0.001636358,0.0001630979,0.00008237039,0.0004772878,0.0002976371],"domain_scores_gemma":[0.9984331,0.0003335519,0.00005376686,0.0002383789,0.0007693103,0.0001718963],"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":[0.0000113858,0.00002478704,0.04089243,0.000005744014,0.00001069306,0.000005937737,0.9092026,1.009076e-7,0.0000123252,0.02131268,0.01448487,0.01403646],"study_design_scores_gemma":[0.00009155574,0.00004722727,0.1016081,0.00002793679,0.000004131764,0.000002346312,0.1135027,0.00000237435,0.000001471558,0.007683973,0.7769708,0.00005744084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1095253,0.1205399,0.00002157817,0.01574431,0.0008235702,0.0003339733,0.000001997756,0.00001073988,0.7529987],"genre_scores_gemma":[0.9974101,0.001698943,0.0001597752,0.0001159838,0.0001210016,0.000005905322,6.977131e-7,0.000002961971,0.000484632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8878848,"threshold_uncertainty_score":0.9977868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3249877865549035,"score_gpt":0.3978190206625256,"score_spread":0.07283123410762216,"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."}}