{"id":"W4376613728","doi":"10.37536/reden.2023.4.2159","title":"[Book Review] Gendered Defenders: Marvel's Superheroines in Transmedia Spaces","year":2023,"lang":"en","type":"article","venue":"REDEN. Revista española de estudios norteamericanos/Revista española de estudios norteamericanos","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sociology; Art history; Media studies; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002598847,0.002262517,0.004265838,0.001702409,0.001362365,0.001311328,0.002304101,0.000353951,0.002339173],"category_scores_gemma":[0.001389203,0.002192704,0.001560622,0.003881609,0.002575875,0.0009520611,0.0006000227,0.001991972,0.0004789668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009786638,"about_ca_system_score_gemma":0.001591112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606352,"about_ca_topic_score_gemma":0.001762202,"domain_scores_codex":[0.9870187,0.001769125,0.003163132,0.002792864,0.001676078,0.003580124],"domain_scores_gemma":[0.9926622,0.001568042,0.001505765,0.002443744,0.0006699109,0.001150373],"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":[0.0005081015,0.001747093,0.1285904,0.004679698,0.002332955,0.00215304,0.04372011,0.000149515,0.001474281,0.0216623,0.7731168,0.01986577],"study_design_scores_gemma":[0.002192658,0.0008364052,0.03016459,0.00284142,0.0008958859,0.000207254,0.02096374,0.0003866981,0.00004316505,0.0001118201,0.9384012,0.002955221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6597212,0.3001943,0.000699116,0.02131179,0.001275291,0.007659849,0.0007924883,0.002434405,0.005911636],"genre_scores_gemma":[0.7799969,0.1903912,0.0006060124,0.01620775,0.001855779,0.001949781,0.0003851808,0.0006153104,0.007992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652844,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416682564553759,"score_gpt":0.2541249525519212,"score_spread":0.2299581269063836,"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."}}