{"id":"W4416928977","doi":"10.15353/un-disturbed.v2i2.6658","title":"Digital Feminist Futurities From the Margin","year":2025,"lang":"","type":"article","venue":"(Un)Disturbed A Journal of Feminist Voices","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Politics; Scholarship; Power (physics); Publics; Lived experience; Dynamics (music); Digital media; Margin (machine learning)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003658647,0.0005627702,0.000310774,0.001135216,0.01211263,0.009504795,0.0007114367,0.002663381,0.01059135],"category_scores_gemma":[0.003579109,0.0002359438,0.0002492465,0.0008359689,0.04364265,0.01214825,0.01113242,0.003913526,0.0008678152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005515511,"about_ca_system_score_gemma":0.001651269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958251,"about_ca_topic_score_gemma":0.00294611,"domain_scores_codex":[0.9972436,0.002016626,0.00003134715,0.0001928598,0.0002269743,0.0002885113],"domain_scores_gemma":[0.9976769,0.001652128,0.0001298929,0.0002014703,0.0001107464,0.0002289182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002855974,0.00001374257,0.0004891122,0.00006136684,0.000002778977,0.0003808452,0.2410955,0.00007986368,0.000384074,0.7442667,0.004025825,0.009171689],"study_design_scores_gemma":[0.000007940118,0.00003624459,0.0005974899,0.0003664732,0.000004777417,0.0005210317,0.3346409,0.0001649748,0.0008221561,0.1448924,0.5179317,0.00001388374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2680723,0.01210969,0.01260735,0.1063084,0.001547546,0.00004020209,0.0001483115,0.00009038813,0.5990758],"genre_scores_gemma":[0.968033,0.001630725,0.0008509063,0.002920612,0.0003047147,0.00004349746,0.00002431406,0.0000533818,0.02613884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01211263,"threshold_uncertainty_score":0.04001808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409370549421886,"score_gpt":0.2719196293311214,"score_spread":0.2578259238369026,"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."}}