{"id":"W4402055809","doi":"10.4324/9781003006770","title":"The Routledge Companion to Gender and Borderlands","year":2024,"lang":"en","type":"book","venue":"","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Sociology; Gender studies; Media studies","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":[0.0003816951,0.0001337562,0.0001769836,0.00003808576,0.0010017,0.0001387273,0.0001709886,0.0001414465,0.0000903559],"category_scores_gemma":[0.00004642825,0.00008159198,0.0000598993,0.00008215259,0.0002002937,0.00001684666,0.0001320325,0.0001954133,0.0004217656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266406,"about_ca_system_score_gemma":0.0002636302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306829,"about_ca_topic_score_gemma":0.0005457778,"domain_scores_codex":[0.9990183,0.00003676379,0.0001336818,0.0002436949,0.0002992954,0.0002682678],"domain_scores_gemma":[0.9994528,0.0002133728,0.00001975987,0.0001196505,0.00004647977,0.0001478826],"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":[0.000001444106,0.000002258209,0.00001129888,0.00001104882,0.00003097793,0.000001824036,0.05846098,2.395677e-8,8.902676e-8,0.1491374,0.7888958,0.003446823],"study_design_scores_gemma":[0.00002363537,0.00001408219,0.00006259319,0.000009767352,0.00002996201,2.449333e-7,0.007487013,0.000001050685,4.626749e-8,0.02029069,0.9719548,0.0001261549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.920843e-7,0.008614081,0.00008469407,0.0008741494,0.001241437,0.0001911141,0.000007021541,0.00009035929,0.9888964],"genre_scores_gemma":[0.006474357,0.001795128,0.00003178146,0.0003049934,0.0009305361,0.00001533262,0.000002903785,0.00001545416,0.9904295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1830589,"threshold_uncertainty_score":0.7704365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654876397119453,"score_gpt":0.3230353033570818,"score_spread":0.2764865393858873,"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."}}