{"id":"W4241106018","doi":"10.15767/feministstudies.42.3.0559","title":"Preface","year":2016,"lang":"en","type":"article","venue":"Feminist Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Gender studies; Poetry; Politics; Queer; Sociology; History; Art; Political science; Literature; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575926,0.00003136438,0.0000703403,0.00006070817,0.0009232109,0.00003588669,0.0000890514,0.00002253468,0.0003331595],"category_scores_gemma":[0.0003235775,0.00002666888,0.00002769773,0.00007337362,0.000935122,0.00005494342,0.00002548267,0.00001798074,0.0005450544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684113,"about_ca_system_score_gemma":0.0001560032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02187227,"about_ca_topic_score_gemma":0.5448201,"domain_scores_codex":[0.9995584,0.00002689532,0.00005887161,0.00008971666,0.0001217727,0.0001443407],"domain_scores_gemma":[0.9997176,0.00009383984,0.00002341264,0.00007285945,0.000036789,0.00005551475],"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":[0.000005125332,0.0000145809,0.001560317,0.00001014464,0.00005083568,0.000009991047,0.0640047,1.700558e-8,0.0000636478,0.109613,0.7567008,0.06796688],"study_design_scores_gemma":[0.00005532705,0.000007277364,0.0009168946,0.00001627125,0.000005189932,1.682286e-7,0.00659354,3.34621e-9,0.0000060237,0.0009929123,0.9913564,0.00005002095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01516005,0.00744737,0.00001573985,0.01636353,0.00147141,0.0001187219,0.00002817817,0.0001330073,0.959262],"genre_scores_gemma":[0.5530795,0.004429302,0.00007209527,0.0004293315,0.0004901776,0.00001912769,1.51953e-7,0.00000634791,0.441474],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5379195,"threshold_uncertainty_score":0.9846411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240977312095466,"score_gpt":0.3147155804510944,"score_spread":0.2723058073301398,"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."}}