{"id":"W4393186712","doi":"10.1386/qsmpc_00121_5","title":"Male Femininities, Dana Berkowitz, Elroi J. Windsor and C. Winter Han (eds) (2023)","year":2024,"lang":"en","type":"article","venue":"Queer Studies in Media & Popular Culture","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Windsor; Art; Humanities; Biology; Ecology","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"],"consensus_categories":[],"category_scores_codex":[0.0008435646,0.0003134446,0.0004618755,0.0001413161,0.0003758985,0.0001366432,0.0003129109,0.0002943088,0.0001238233],"category_scores_gemma":[0.0008138636,0.0002498842,0.0001134999,0.0004575186,0.0008425484,0.0002558402,0.00017161,0.0005514665,0.00007279741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161406,"about_ca_system_score_gemma":0.0001430508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003249585,"about_ca_topic_score_gemma":0.007397947,"domain_scores_codex":[0.997596,0.0001992448,0.000328475,0.0005727072,0.0006345243,0.0006690078],"domain_scores_gemma":[0.999252,0.0001355035,0.00005576669,0.0002396595,0.00008457646,0.0002324777],"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":[0.000009741679,0.00002814338,0.008099708,0.0001285399,0.0001660395,0.0003425798,0.6988872,3.249616e-7,0.00003798268,0.003430128,0.2837609,0.005108664],"study_design_scores_gemma":[0.0002178945,0.00003435583,0.0004696171,0.0002608399,0.00006798858,0.00002057414,0.3551291,0.000003273068,0.00001938051,0.00141171,0.6421104,0.000254819],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3579992,0.50478,0.0000311844,0.01455443,0.01972325,0.001306705,0.0001361224,0.0005273559,0.1009417],"genre_scores_gemma":[0.8516497,0.049184,0.001022908,0.001297,0.003247429,0.0001741821,0.00007126813,0.00006031878,0.09329318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4936505,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391799163050411,"score_gpt":0.3462530855776286,"score_spread":0.2923350939471245,"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."}}